ZSI_Reconnect_China

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1	cpc_id	cpc_name	section	class	subclass	group	main_group	cpc_version	cpc_taxonomy
2	A61B1/000096	{using artificial intelligence}	A	61	B	1	000096	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B1/00', 'Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes (examination of body cavities or body tracts using ultrasonic, sonic or infrasonic waves A61B8/12; endoscopic instruments for taking cell samples or for biopsy A61B10/04; for surgical purposes A61B17/00; endoscopic surgical {cutting} instruments {A61B17/32}; surgical instruments using a laser beam being directed along or through a flexible conduit A61B18/22); Illuminating arrangements therefor (for the eyes A61B3/00)'), ('A61B1/00009', '{of image signals during a use of endoscope}'), ('A61B1/000096', '{using artificial intelligence}')]
3	A61B5/72	{Signal processing specially adapted for physiological signals or for diagnostic purposes (character recognition, recognising digital ink, document-oriented image-based pattern recognition G06V30/00; recognition or understanding of postal images G06V30/424)}	A	61	B	5	72	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B5/72', '{Signal processing specially adapted for physiological signals or for diagnostic purposes (character recognition, recognising digital ink, document-oriented image-based pattern recognition G06V30/00; recognition or understanding of postal images G06V30/424)}')]
4	A61B5/7264	{Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems (neural networks per se G01N3/00; expert systems per se G06N5/00)}	A	61	B	5	7264	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B5/72', '{Signal processing specially adapted for physiological signals or for diagnostic purposes (character recognition, recognising digital ink, document-oriented image-based pattern recognition G06V30/00; recognition or understanding of postal images G06V30/424)}'), ('A61B5/726', '{using Wavelet transforms}'), ('A61B5/7264', '{Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems (neural networks per se G01N3/00; expert systems per se G06N5/00)}')]
5	A61B6/52	{Devices using data or image processing specially adapted for radiation diagnosis}	A	61	B	6	52	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B6/52', '{Devices using data or image processing specially adapted for radiation diagnosis}')]
6	A61B8/52	{Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves (image processing per se G06T)}	A	61	B	8	52	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B8/52', '{Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves (image processing per se G06T)}')]
7	A61B2018/0069	{using fuzzy logic}	A	61	B	2018	0069	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B2018/0069', '{using fuzzy logic}')]
8	A61B2034/2065	{Tracking using image or pattern recognition}	A	61	B	2034	2065	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B2034/2065', '{Tracking using image or pattern recognition}')]
9	A61B2576/00	Medical imaging apparatus involving image processing or analysis (A61B1/00009, A61B6/52 and A61B8/52 take precedence; image processing per se G06T; details of algorithms for analysing medical images G06T7/0012)	A	61	B	2576	00	2023	[('A', 'HUMAN NECESSITIES'), ('A61', 'MEDICAL OR VETERINARY SCIENCE; HYGIENE'), ('A61B', 'DIAGNOSIS; SURGERY; IDENTIFICATION (analysing biological material G01N, e.g. G01N33/48; obtaining records using waves other than optical waves, in general G03B42/00)'), ('A61B2576/00', 'Medical imaging apparatus involving image processing or analysis (A61B1/00009, A61B6/52 and A61B8/52 take precedence; image processing per se G06T; details of algorithms for analysing medical images G06T7/0012)')]
10	A63B2220/05	Image processing for measuring physical parameters	A	63	B	2220	05	2023	[('A', 'HUMAN NECESSITIES'), ('A63', 'SPORTS; GAMES; AMUSEMENTS'), ('A63B', 'APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT (apparatus for passive exercising, massage A61H)'), ('A63B2220/05', 'Image processing for measuring physical parameters')]
11	B23K31/006	{relating to using of neural networks}	B	23	K	31	006	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B23', 'MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR'), ('B23K', 'SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM (making metal-coated products by extruding metal B21C23/22; building up linings or coverings by casting B22D19/08; casting by dipping B22D23/04; manufacture of composite layers by sintering metal powder B22F7/00; arrangements on machine tools for copying or controlling B23Q; covering metals or covering materials with metals, not otherwise provided for C23C; burners F23D)'), ('B23K31/00', 'Processes relevant to this subclass, specially adapted for particular articles or purposes, but not covered by only one of the preceding main groups (making tubes or profiled bars involving operations other than soldering or welding B21C37/04, B21C37/08)'), ('B23K31/006', '{relating to using of neural networks}')]
12	B25J9/161	{Hardware, e.g. neural networks, fuzzy logic, interfaces, processor}	B	25	J	9	161	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B25', 'HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS'), ('B25J', 'MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES ({manipulators specially adapted for use in surgery A61B34/70; manipulators used in cleaning hollow articles B08B9/04} ; manipulators associated with rolling mills B21B39/20; manipulators associated with forging machines B21J13/10; {manipulators associated with picking-up and placing mechanisms B23P19/007} ; means for holding wheels or parts thereof B60B30/00; {vehicles with ground-engaging propulsion means, e.g. walking members B62D57/02, B62D57/032; devices for picking-up and depositing articles or materials between conveyors B65G47/90, B65G47/91; manipulators with gripping or holding means for transferring packages B65H67/065}; cranes B66C; {manipulators used in the protection or supervision of pipe-line installations F17D5/00; walking equipment adapted for nuclear steam-generators F22B37/006}; manipulators specially adapted for, or associated with, nuclear reactors G21C; {apparatus used for handling wafers during manufacture or treatment of semiconductor H01L21/68})'), ('B25J9/16', 'Programme controls (programme controls in general G05B19/00, e.g. numerical pogramme controls G05B19/18; {recording or playback systems G05B19/42})'), ('B25J9/161', '{Hardware, e.g. neural networks, fuzzy logic, interfaces, processor}')]
13	B26D5/007	{Control means comprising cameras, vision or image processing systems}	B	26	D	5	007	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B26', 'HAND CUTTING TOOLS; CUTTING; SEVERING'), ('B26D', 'CUTTING; DETAILS COMMON TO MACHINES FOR PERFORATING, PUNCHING, CUTTING-OUT, STAMPING-OUT OR SEVERING (soil-working A01B; for growing crops or plants A01D, A01G; for fodder or straw A01F; for bulk butter A01J; for dough A21C; slaughtering A22B; for tobacco, cigars or cigarettes A24; marking-out, perforating or making buttonholes A41H25/00; manufacturing footwear A43D; brushmaking A46D; surgery A61B; disintegrating, mincing or shredding in general B02C; cutting wire, making pins or nails B21F, B21G; of the kind used formetal B23; cutting by abrasive fluid jets B24C5/02; hand-held cutting tools B26B; perforating, cutting-out, stamping-out or punching, or severing by means other than cutting B26F; for wood B27; for stone B28D; working of plastics or substances in a plastic state B29; making boxes, cartons, envelopes or bags, of paper or similarly worked materials, e.g. metal foil, B31B; article or web delivery apparatus incorporating cutting or line-perforating devices B65H35/00; for leather or upholstery B68; C14B; for glass C03B; making matches C06F; for peat C10F; for sugar C13B45/00; for textile materials D06H; civil engineering, building, mining, see Section E; for light guides G02B6/25; cutting processed photographic material G03D15/04)'), ('B26D5/00', 'Arrangements for operating and controlling machines or devices for cutting, cutting-out, stamping-out, punching, perforating, or severing by means other than cutting'), ('B26D5/007', '{Control means comprising cameras, vision or image processing systems}')]
14	B29C66/963	{using stored or historical data sets, e.g. using expert systems}	B	29	C	66	963	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C66/96', '{characterised by the method for implementing the controlling of the joining process}'), ('B29C66/963', '{using stored or historical data sets, e.g. using expert systems}')]
15	B29C66/965	{using artificial neural networks}	B	29	C	66	965	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C66/96', '{characterised by the method for implementing the controlling of the joining process}'), ('B29C66/965', '{using artificial neural networks}')]
16	B29C66/966	{using fuzzy logic}	B	29	C	66	966	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C66/96', '{characterised by the method for implementing the controlling of the joining process}'), ('B29C66/966', '{using fuzzy logic}')]
17	B29C2945/76946	using an expert system, i.e. the system possesses a database in which human experience is stored, e.g. to help interfering the possible cause of a fault	B	29	C	2945	76946	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C2945/76', 'Measuring, controlling or regulating'), ('B29C2945/76946', 'using an expert system, i.e. the system possesses a database in which human experience is stored, e.g. to help interfering the possible cause of a fault')]
18	B29C2945/76949	using a learning system, i.e. the system accumulates experience from previous occurrences, e.g. adaptive control	B	29	C	2945	76949	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C2945/76', 'Measuring, controlling or regulating'), ('B29C2945/76949', 'using a learning system, i.e. the system accumulates experience from previous occurrences, e.g. adaptive control')]
19	B29C2945/76979	Using a neural network	B	29	C	2945	76979	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C2945/76', 'Measuring, controlling or regulating'), ('B29C2945/76979', 'Using a neural network')]
20	B29C2945/76983	Using fuzzy logic	B	29	C	2945	76983	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B29', 'WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL'), ('B29C', 'SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING (making preforms B29B11/00; making laminated products by combining previously unconnected layers which become one product whose layers will remain together B32B37/00 - B32B41/00)'), ('B29C2945/76', 'Measuring, controlling or regulating'), ('B29C2945/76983', 'Using fuzzy logic')]
21	B60G17/0182	{involving parameter estimation, e.g. observer, Kalman filter}	B	60	G	17	0182	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60G', 'VEHICLE SUSPENSION ARRANGEMENTS (air-cushion vehicles B60V; {cycle suspensions B62K25/00})'), ('B60G17/018', 'characterised by the use of a specific signal treatment or control method'), ('B60G17/0182', '{involving parameter estimation, e.g. observer, Kalman filter}')]
22	B60G2600/1871	Optimal control; Kalman Filters	B	60	G	2600	1871	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60G', 'VEHICLE SUSPENSION ARRANGEMENTS (air-cushion vehicles B60V; {cycle suspensions B62K25/00})'), ('B60G2600/18', 'Automatic control means'), ('B60G2600/187', 'Digital Controller Details and Signal Treatment'), ('B60G2600/1871', 'Optimal control; Kalman Filters')]
23	B60G2600/1876	Artificial intelligence	B	60	G	2600	1876	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60G', 'VEHICLE SUSPENSION ARRANGEMENTS (air-cushion vehicles B60V; {cycle suspensions B62K25/00})'), ('B60G2600/18', 'Automatic control means'), ('B60G2600/187', 'Digital Controller Details and Signal Treatment'), ('B60G2600/1876', 'Artificial intelligence')]
24	B60G2600/1878	Neural Networks	B	60	G	2600	1878	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60G', 'VEHICLE SUSPENSION ARRANGEMENTS (air-cushion vehicles B60V; {cycle suspensions B62K25/00})'), ('B60G2600/18', 'Automatic control means'), ('B60G2600/187', 'Digital Controller Details and Signal Treatment'), ('B60G2600/1878', 'Neural Networks')]
25	B60G2600/1879	Fuzzy Logic Control	B	60	G	2600	1879	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60G', 'VEHICLE SUSPENSION ARRANGEMENTS (air-cushion vehicles B60V; {cycle suspensions B62K25/00})'), ('B60G2600/18', 'Automatic control means'), ('B60G2600/187', 'Digital Controller Details and Signal Treatment'), ('B60G2600/1879', 'Fuzzy Logic Control')]
26	B60H1/0073	{Control systems or circuits characterised by particular algorithms or computational models, e.g. fuzzy logic or dynamic models}	B	60	H	1	0073	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60H', 'ARRANGEMENTS OF HEATING, COOLING, VENTILATING OR OTHER AIR-TREATING DEVICES SPECIALLY ADAPTED FOR PASSENGER OR GOODS SPACES OF VEHICLES'), ('B60H1/00', 'Heating, cooling or ventilating {[HVAC]} devices (heating, cooling or ventilating devices providing other air treatment, the other treatment being relevant, B60H3/00; ventilating solely by opening windows, doors, roof parts, or the like B60J; heating or ventilating devices for vehicle seats B60N2/56; vehicle window or windscreen cleaners using air, e.g. defrosters, B60S1/54)'), ('B60H1/0073', '{Control systems or circuits characterised by particular algorithms or computational models, e.g. fuzzy logic or dynamic models}')]
27	B60L2260/48	by fuzzy logic	B	60	L	2260	48	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60L', 'PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES (arrangements or mounting of electrical propulsion units or of plural diverse prime-movers for mutual or common propulsion in vehicles B60K1/00, B60K6/20; arrangements or mounting of electrical gearing in vehicles B60K17/12, B60K17/14; preventing wheel slip by reducing power in rail vehicles B61C15/08; dynamo-electric machines H02K; control or regulation of electric motors H02P); SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES (electric coupling devices combined with mechanical couplings of vehicles B60D1/64; electric heating for vehicles B60H1/00); ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL (control or regulation of electric motors H02P); MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES'), ('B60L2260/48', 'by fuzzy logic')]
28	B60R21/01538	{for image processing, e.g. cameras or sensor arrays}	B	60	R	21	01538	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60R', 'VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR'), ('B60R21/01', 'Electrical circuits for triggering {passive} safety arrangements, {e.g. airbags, safety belt tighteners,} in case of vehicle accidents or impending vehicle accidents {(electrical circuits for transmission of signals between steering wheel and the vehicle itself B60R16/027; for electrically actuating belt retractor locking means B60R22/343)}'), ('B60R21/015', 'including means for detecting the presence or position of passengers, passenger seats or child seats {, and the related safety parameters therefor, e.g. speed or timing of airbag inflation in relation to occupant position or seat belt use}'), ('B60R21/0153', '{using field detection presence sensors}'), ('B60R21/01538', '{for image processing, e.g. cameras or sensor arrays}')]
29	B60R2300/30	characterised by the type of image processing	B	60	R	2300	30	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60R', 'VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR'), ('B60R2300/30', 'characterised by the type of image processing')]
30	B60T8/174	characterised by using special control logic, e.g. fuzzy logic {, neural computing}	B	60	T	8	174	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60T', 'VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF; BRAKE CONTROL SYSTEMS OR PARTS THEREOF, IN GENERAL (electrodynamic brake systems for vehicle, in general B60L; brakes per se, i.e. devices where braking effect occurs, including ultimate brake actuators, F16D); ARRANGEMENT OF BRAKING ELEMENTS ON VEHICLES IN GENERAL; PORTABLE DEVICES FOR PREVENTING UNWANTED MOVEMENT OF VEHICLES; VEHICLE MODIFICATIONS TO FACILITATE COOLING OF BRAKES'), ('B60T8/17', 'Using electrical or electronic regulation means to control braking {(detecting or indicating faulty operation B60T8/885)}'), ('B60T8/174', 'characterised by using special control logic, e.g. fuzzy logic {, neural computing}')]
31	B60T2210/122	using fuzzy logic, neural computing	B	60	T	2210	122	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60T', 'VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF; BRAKE CONTROL SYSTEMS OR PARTS THEREOF, IN GENERAL (electrodynamic brake systems for vehicle, in general B60L; brakes per se, i.e. devices where braking effect occurs, including ultimate brake actuators, F16D); ARRANGEMENT OF BRAKING ELEMENTS ON VEHICLES IN GENERAL; PORTABLE DEVICES FOR PREVENTING UNWANTED MOVEMENT OF VEHICLES; VEHICLE MODIFICATIONS TO FACILITATE COOLING OF BRAKES'), ('B60T2210/12', 'Friction'), ('B60T2210/122', 'using fuzzy logic, neural computing')]
32	B60W2556/05	Big data	B	60	W	2556	05	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B60', 'VEHICLES IN GENERAL'), ('B60W', 'CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT'), ('B60W2556/05', 'Big data')]
33	B62D15/029	{Steering assistants using warnings or proposing actions to the driver without influencing the steering system (parking aids B62D15/027, determination or calculation of trajectory of land vehicles G05D1/021, B60W60/0027, image processing G06T)}	B	62	D	15	029	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B62', 'LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS'), ('B62D', 'MOTOR VEHICLES; TRAILERS (steering, or guiding on a desired track, of agricultural machines or implements A01B69/00; wheels, castors, axles, increasing wheel adhesion B60B; vehicle tyres, tyre inflation or tyre changing B60C; connections between vehicles of a train or the like B60D; vehicles for use on rail and road, amphibious or convertible vehicles B60F; suspension arrangements B60G; heating, cooling, ventilating or other air treating devices B60H; windows, windscreens, non-fixed roofs, doors or similar devices, protective coverings for vehicles not in use B60J; propulsion plant arrangements, auxiliary drives, transmissions, controls, instrumentation or dashboards B60K; electric equipment or propulsion of electrically-propelled vehicles B60L; power supply for electrically-propelled vehicles B60M; passenger accommodation not otherwise provided for B60N; adaptations for load transportation or to carry special loads or objects B60P; arrangement of signalling or lighting devices, the mounting or supporting thereof or circuits therefor, for vehicles in general B60Q; vehicles, vehicle fittings or vehicle parts not otherwise provided for B60R; servicing, cleaning, repairing, supporting, lifting, or manoeuvring, not otherwise provided for, B60S; brake arrangements, brake control systems or parts thereof B60T; air-cushion vehicles B60V; motor-cycles, accessories therefor B62J, B62K; testing of vehicles G01M)'), ('B62D15/02', 'Steering position indicators {; Steering position determination; Steering aids}'), ('B62D15/029', '{Steering assistants using warnings or proposing actions to the driver without influencing the steering system (parking aids B62D15/027, determination or calculation of trajectory of land vehicles G05D1/021, B60W60/0027, image processing G06T)}')]
34	B64G2001/247	{Advanced control concepts for autonomous, robotic spacecraft, e.g. by using artificial intelligence, neural networks or autonomous agents}	B	64	G	2001	247	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B64', 'AIRCRAFT; AVIATION; COSMONAUTICS'), ('B64G', 'COSMONAUTICS; VEHICLES OR EQUIPMENT THEREFOR (apparatus for, or methods of, winning materials from extraterrestrial sources E21C51/00)'), ('B64G2001/247', '{Advanced control concepts for autonomous, robotic spacecraft, e.g. by using artificial intelligence, neural networks or autonomous agents}')]
35	B65H2557/22	Fuzzy logic	B	65	H	2557	22	2023	[('B', 'PERFORMING OPERATIONS; TRANSPORTING'), ('B65', 'CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL'), ('B65H', 'HANDLING THIN OR FILAMENTARY MATERIAL, e.g. SHEETS, WEBS, CABLES'), ('B65H2557/22', 'Fuzzy logic')]
36	D07B2301/207	Fuzzy logic	D	07	B	2301	207	2023	[('D', 'TEXTILES; PAPER'), ('D07', 'ROPES; CABLES OTHER THAN ELECTRIC'), ('D07B', 'ROPES OR CABLES IN GENERAL (joining ropes or cables to one another or to other objects B65H69/00, F16G11/00; {mountaineering ropes A63B29/02}; mechanical finishing or dressing of ropes D02J; {braiding D04C}; decorative ropes or cords D04D; suspension cables for bridges E01D19/16; specially adapted for driving, or for being driven by, pulleys or other gearing elements F16G9/00; electric cables or joints insofar as electrical aspects are essential H01B, H01R)'), ('D07B2301/20', 'Controller types'), ('D07B2301/207', 'Fuzzy logic')]
37	E21B2200/22	Fuzzy logic, artificial intelligence, neural networks or the like	E	21	B	2200	22	2023	[('E', 'FIXED CONSTRUCTIONS'), ('E21', 'EARTH DRILLING; MINING'), ('E21B', 'EARTH DRILLING, e.g. DEEP DRILLING (mining, quarrying E21C; making shafts, driving galleries or tunnels E21D); OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS'), ('E21B2200/22', 'Fuzzy logic, artificial intelligence, neural networks or the like')]
38	F02D41/1404	{Fuzzy logic control}	F	02	D	41	1404	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F02', 'COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS'), ('F02D', 'CONTROLLING COMBUSTION ENGINES (vehicle fittings, acting on a single sub-unit only, for automatically controlling vehicle speed B60K31/00; conjoint control of vehicle sub-units of different type or different function, road vehicle drive control systems for purposes other than the control of a single sub-unit B60W)'), ('F02D41/14', 'Introducing closed-loop corrections'), ('F02D41/1404', '{Fuzzy logic control}')]
39	F02D41/1405	{Neural network control}	F	02	D	41	1405	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F02', 'COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS'), ('F02D', 'CONTROLLING COMBUSTION ENGINES (vehicle fittings, acting on a single sub-unit only, for automatically controlling vehicle speed B60K31/00; conjoint control of vehicle sub-units of different type or different function, road vehicle drive control systems for purposes other than the control of a single sub-unit B60W)'), ('F02D41/14', 'Introducing closed-loop corrections'), ('F02D41/1405', '{Neural network control}')]
40	F02D2041/1417	{Kalman filter}	F	02	D	2041	1417	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F02', 'COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS'), ('F02D', 'CONTROLLING COMBUSTION ENGINES (vehicle fittings, acting on a single sub-unit only, for automatically controlling vehicle speed B60K31/00; conjoint control of vehicle sub-units of different type or different function, road vehicle drive control systems for purposes other than the control of a single sub-unit B60W)'), ('F02D2041/141', '{using a feed-forward control element}'), ('F02D2041/1417', '{Kalman filter}')]
41	F02D41/2438	{Active learning methods}	F	02	D	41	2438	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F02', 'COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS'), ('F02D', 'CONTROLLING COMBUSTION ENGINES (vehicle fittings, acting on a single sub-unit only, for automatically controlling vehicle speed B60K31/00; conjoint control of vehicle sub-units of different type or different function, road vehicle drive control systems for purposes other than the control of a single sub-unit B60W)'), ('F02D41/24', 'characterised by the use of digital means'), ('F02D41/2438', '{Active learning methods}')]
42	F03D7/046	{with learning or adaptive control, e.g. self-tuning, fuzzy logic or neural network}	F	03	D	7	046	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F03', 'MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR'), ('F03D', 'WIND MOTORS'), ('F03D7/04', 'Automatic control; Regulation'), ('F03D7/046', '{with learning or adaptive control, e.g. self-tuning, fuzzy logic or neural network}')]
43	F05B2270/707	fuzzy logic	F	05	B	2270	707	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F05', 'INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04'), ('F05B', 'INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G'), ('F05B2270/70', 'Type of control algorithm'), ('F05B2270/707', 'fuzzy logic')]
44	F05B2270/709	with neural networks	F	05	B	2270	709	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F05', 'INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04'), ('F05B', 'INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G'), ('F05B2270/70', 'Type of control algorithm'), ('F05B2270/709', 'with neural networks')]
45	F05D2270/707	fuzzy logic	F	05	D	2270	707	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F05', 'INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04'), ('F05D', 'INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS'), ('F05D2270/70', 'Type of control algorithm'), ('F05D2270/707', 'fuzzy logic')]
46	F05D2270/709	with neural networks	F	05	D	2270	709	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F05', 'INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04'), ('F05D', 'INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS'), ('F05D2270/70', 'Type of control algorithm'), ('F05D2270/709', 'with neural networks')]
47	F16D2500/70636	Fuzzy logic	F	16	D	2500	70636	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F16', 'ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL'), ('F16D', 'COUPLINGS FOR TRANSMITTING ROTATION; CLUTCHES; BRAKES'), ('F16D2500/70', 'Details about the implementation of the control system'), ('F16D2500/706', 'Strategy of control'), ('F16D2500/70636', 'Fuzzy logic')]
48	F16H2061/0081	{Fuzzy logic}	F	16	H	2061	0081	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F16', 'ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL'), ('F16H', 'GEARING'), ('F16H2061/0081', '{Fuzzy logic}')]
49	F16H2061/0084	{Neural networks}	F	16	H	2061	0084	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F16', 'ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL'), ('F16H', 'GEARING'), ('F16H2061/0084', '{Neural networks}')]
50	F23N2223/52	Fuzzy logic	F	23	N	2223	52	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F23', 'COMBUSTION APPARATUS; COMBUSTION PROCESSES'), ('F23N', 'REGULATING OR CONTROLLING COMBUSTION (control devices specially adapted for combustion apparatus in which combustion takes place in a fluidised bed of fuel or other particles F23C10/28; condition responsive controls for regulating combustion in domestic stoves with open fires for solid fuel F24B1/187)'), ('F23N2223/52', 'Fuzzy logic')]
51	F24F11/62	characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values	F	24	F	11	62	2023	[('F', 'MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING'), ('F24', 'HEATING; RANGES; VENTILATING'), ('F24F', 'AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING (removing dirt or fumes from areas where they are produced B08B15/00; vertical ducts for carrying away waste gases from buildings E04F17/02; tops for chimneys or ventilating shafts, terminals for flues F23L17/02)'), ('F24F11/62', 'characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values')]
52	G01N2021/1793	{Remote sensing}	G	01	N	2021	1793	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2021/1793', '{Remote sensing}')]
53	G01N21/8851	{Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges (G01N21/8806 and G01N21/93Â -Â G01N21/95692 take precedence; optical measurement of dimensions G01B11/00; optical scanning G02B26/10; image transformation G06T3/00; computerised image enhancement G06T5/00; image processing per se for flaw detection G06T7/0002)}	G	01	N	21	8851	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N21/88', 'Investigating the presence of flaws or contamination'), ('G01N21/8851', '{Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges (G01N21/8806 and G01N21/93Â\xa0-Â\xa0G01N21/95692 take precedence; optical measurement of dimensions G01B11/00; optical scanning G02B26/10; image transformation G06T3/00; computerised image enhancement G06T5/00; image processing per se for flaw detection G06T7/0002)}')]
54	G01N2021/8887	{based on image processing techniques}	G	01	N	2021	8887	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2021/888', '{Marking defects}'), ('G01N2021/8887', '{based on image processing techniques}')]
55	G01N29/4481	{Neural networks}	G	01	N	29	4481	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N29/44', 'Processing the detected response signal {, e.g. electronic circuits specially adapted therefor (digital signal processing per se G06F17/00)}'), ('G01N29/4481', '{Neural networks}')]
56	G01N2030/8648	{Feature extraction not otherwise provided for}	G	01	N	2030	8648	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2030/8648', '{Feature extraction not otherwise provided for}')]
57	G01N30/8662	{Expert systems; optimising a large number of parameters}	G	01	N	30	8662	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N30/86', 'Signal analysis'), ('G01N30/8662', '{Expert systems; optimising a large number of parameters}')]
58	G01N33/0034	{comprising neural networks or related mathematical techniques}	G	01	N	33	0034	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N33/00', 'Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00'), ('G01N33/0034', '{comprising neural networks or related mathematical techniques}')]
59	G01N2201/1296	using neural networks	G	01	N	2201	1296	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2201/12', 'Circuits of general importance; Signal processing'), ('G01N2201/129', 'Using chemometrical methods'), ('G01N2201/1296', 'using neural networks')]
60	G01N2223/401	image processing	G	01	N	2223	401	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2223/40', 'Imaging'), ('G01N2223/401', 'image processing')]
61	G01N2223/424	energy substraction image processing (dual energy processing)	G	01	N	2223	424	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01N', 'INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q)'), ('G01N2223/42', 'image digitised, -enhanced in an image processor'), ('G01N2223/424', 'energy substraction image processing (dual energy processing)')]
62	G01R31/2846	{using hard- or software simulation or using knowledge-based systems, e.g. expert systems, artificial intelligence or interactive algorithms}	G	01	R	31	2846	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01R', 'MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES (indicating correct tuning of resonant circuits H03J3/12)'), ('G01R31/28', 'Testing of electronic circuits, e.g. by signal tracer ({EMC, EMP or similar testing of electronic circuits G01R31/002;} testing for short-circuits, discontinuities, leakage or incorrect line connection G01R31/50; checking computers {or computer components} G06F11/00; checking static stores for correct operation G11C29/00 {; testing receivers or transmitters of transmission systems H04B17/00})'), ('G01R31/2846', '{using hard- or software simulation or using knowledge-based systems, e.g. expert systems, artificial intelligence or interactive algorithms}')]
63	G01R33/5608	{Data processing and visualization specially adapted for MR, e.g. for feature analysis and pattern recognition on the basis of measured MR data, segmentation of measured MR data, edge contour detection on the basis of measured MR data, for enhancing measured MR data in terms of signal-to-noise ratio by means of noise filtering or apodization, for enhancing measured MR data in terms of resolution by means for deblurring, windowing, zero filling, or generation of gray-scaled images, colour-coded images or images displaying vectors instead of pixels (image data processing or generation, in general G06T)}	G	01	R	33	5608	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01R', 'MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES (indicating correct tuning of resonant circuits H03J3/12)'), ('G01R33/56', 'Image enhancement or correction, e.g. subtraction or averaging techniques {, e.g. improvement of signal-to-noise ratio and resolution}'), ('G01R33/5608', '{Data processing and visualization specially adapted for MR, e.g. for feature analysis and pattern recognition on the basis of measured MR data, segmentation of measured MR data, edge contour detection on the basis of measured MR data, for enhancing measured MR data in terms of signal-to-noise ratio by means of noise filtering or apodization, for enhancing measured MR data in terms of resolution by means for deblurring, windowing, zero filling, or generation of gray-scaled images, colour-coded images or images displaying vectors instead of pixels (image data processing or generation, in general G06T)}')]
64	G01S5/0294	{Trajectory determination or predictive filtering, e.g. target tracking or Kalman filtering}	G	01	S	5	0294	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S5/02', 'using radio waves (using satellite radio beacon systems for determining position G01S19/00)'), ('G01S5/0294', '{Trajectory determination or predictive filtering, e.g. target tracking or Kalman filtering}')]
65	G01S7/064	{using a display memory for image processing (G01S7/298 takes precedence)}	G	01	S	7	064	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S7/06', 'Cathode-ray tube displays {or other two dimensional or three-dimensional displays}'), ('G01S7/064', '{using a display memory for image processing (G01S7/298 takes precedence)}')]
66	G01S7/417	{involving the use of neural networks}	G	01	S	7	417	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S7/41', 'using analysis of echo signal for target characterisation; Target signature; Target cross-section'), ('G01S7/417', '{involving the use of neural networks}')]
67	G01S13/726	{Multiple target tracking}	G	01	S	13	726	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S13/72', 'for two-dimensional tracking, e.g. combination of angle and range tracking, track-while-scan radar'), ('G01S13/726', '{Multiple target tracking}')]
68	G01S13/881	{for robotics}	G	01	S	13	881	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S13/88', 'Radar or analogous systems specially adapted for specific applications (electromagnetic prospecting or detecting of objects, e.g. near-field detection, G01V3/00)'), ('G01S13/881', '{for robotics}')]
69	G01S13/9027	{Pattern recognition for feature extraction}	G	01	S	13	9027	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S13/90', 'using synthetic aperture techniques {, e.g. synthetic aperture radar [SAR] techniques}'), ('G01S13/9027', '{Pattern recognition for feature extraction}')]
70	G01S15/8977	{using special techniques for image reconstruction, e.g. FFT, geometrical transformations, spatial deconvolution, time deconvolution}	G	01	S	15	8977	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S15/89', 'for mapping or imaging'), ('G01S15/897', '{using application of holographic techniques}'), ('G01S15/8977', '{using special techniques for image reconstruction, e.g. FFT, geometrical transformations, spatial deconvolution, time deconvolution}')]
71	G01S19/393	{Trajectory determination or predictive tracking, e.g. Kalman filtering}	G	01	S	19	393	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01S', 'RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES'), ('G01S19/39', 'the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO'), ('G01S19/393', '{Trajectory determination or predictive tracking, e.g. Kalman filtering}')]
72	G01T1/2992	{Radioisotope data or image processing not related to a particular imaging system; Off-line processing of pictures, e.g. rescanners (for measuring radiation intensity G01T1/1663; digital computing or data processing equipment or methods specially adapted for nuclear physics or nuclear engineering G06F15/00; general purpose image data processing G06T1/00; computerized tomography G06T11/003)}	G	01	T	1	2992	2023	[('G', 'PHYSICS'), ('G01', 'MEASURING; TESTING'), ('G01T', 'MEASUREMENT OF NUCLEAR OR X-RADIATION (radiation analysis of materials, mass spectrometry G01N23/00; tubes for determining the presence, intensity, density or energy of radiation or particles H01J47/00)'), ('G01T1/29', 'Measurement performed on radiation beams, e.g. position or section of the beam; Measurement of spatial distribution of radiation'), ('G01T1/2992', '{Radioisotope data or image processing not related to a particular imaging system; Off-line processing of pictures, e.g. rescanners (for measuring radiation intensity G01T1/1663; digital computing or data processing equipment or methods specially adapted for nuclear physics or nuclear engineering G06F15/00; general purpose image data processing G06T1/00; computerized tomography G06T11/003)}')]
73	G02B7/36	using image sharpness techniques {, e.g. image processing techniques for generating autofocus signals (image data processing per se G06T; in cameras having a solid state image sensor H04N23/67)}	G	02	B	7	36	2023	[('G', 'PHYSICS'), ('G02', 'OPTICS'), ('G02B', 'OPTICAL ELEMENTS, SYSTEMS OR APPARATUS'), ('G02B7/36', 'using image sharpness techniques {, e.g. image processing techniques for generating autofocus signals (image data processing per se G06T; in cameras having a solid state image sensor H04N23/67)}')]
74	G02B21/008	{Details of detection or image processing, including general computer control}	G	02	B	21	008	2023	[('G', 'PHYSICS'), ('G02', 'OPTICS'), ('G02B', 'OPTICAL ELEMENTS, SYSTEMS OR APPARATUS'), ('G02B21/00', 'Microscopes'), ('G02B21/008', '{Details of detection or image processing, including general computer control}')]
75	G02B21/365	{Control or image processing arrangements for digital or video microscopes (G02B21/361, G02B21/362 take precedence)}	G	02	B	21	365	2023	[('G', 'PHYSICS'), ('G02', 'OPTICS'), ('G02B', 'OPTICAL ELEMENTS, SYSTEMS OR APPARATUS'), ('G02B21/36', 'arranged for photographic purposes or projection purposes (G02B21/18 takes precedence){or digital imaging or video purposes including associated control and data processing arrangements (image data processing per se G06T)}'), ('G02B21/365', '{Control or image processing arrangements for digital or video microscopes (G02B21/361, G02B21/362 take precedence)}')]
76	G02B2027/014	{comprising information/image processing systems}	G	02	B	2027	014	2023	[('G', 'PHYSICS'), ('G02', 'OPTICS'), ('G02B', 'OPTICAL ELEMENTS, SYSTEMS OR APPARATUS'), ('G02B2027/014', '{comprising information/image processing systems}')]
77	G03G21/18	using a processing cartridge {, whereby the process cartridge comprises at least two image processing means in a single unit}	G	03	G	21	18	2023	[('G', 'PHYSICS'), ('G03', 'PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY'), ('G03G', 'ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY (information storage based on relative movement between record carrier and transducer G11B; static stores with means for writing-in or reading-out information G11C; recording of television signals H04N5/76)'), ('G03G21/18', 'using a processing cartridge {, whereby the process cartridge comprises at least two image processing means in a single unit}')]
78	G03G2215/00118	using fuzzy logic	G	03	G	2215	00118	2023	[('G', 'PHYSICS'), ('G03', 'PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY'), ('G03G', 'ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY (information storage based on relative movement between record carrier and transducer G11B; static stores with means for writing-in or reading-out information G11C; recording of television signals H04N5/76)'), ('G03G2215/00', 'Apparatus for electrophotographic processes'), ('G03G2215/00118', 'using fuzzy logic')]
79	G05B13/00	Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion (G05B19/00 takes precedence; machine learning G06N20/00)	G	05	B	13	00	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/00', 'Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion (G05B19/00 takes precedence; machine learning G06N20/00)')]
80	G05B13/027	{using neural networks only}	G	05	B	13	027	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/027', '{using neural networks only}')]
81	G05B13/0275	{using fuzzy logic only}	G	05	B	13	0275	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/027', '{using neural networks only}'), ('G05B13/0275', '{using fuzzy logic only}')]
82	G05B13/028	{using expert systems only}	G	05	B	13	028	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/028', '{using expert systems only}')]
83	G05B13/0285	{using neural networks and fuzzy logic}	G	05	B	13	0285	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/028', '{using expert systems only}'), ('G05B13/0285', '{using neural networks and fuzzy logic}')]
84	G05B13/029	{using neural networks and expert systems}	G	05	B	13	029	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/029', '{using neural networks and expert systems}')]
85	G05B13/0295	{using fuzzy logic and expert systems}	G	05	B	13	0295	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B13/02', 'electric'), ('G05B13/029', '{using neural networks and expert systems}'), ('G05B13/0295', '{using fuzzy logic and expert systems}')]
86	G05B23/0229	{knowledge based, e.g. expert systems; genetic algorithms}	G	05	B	23	0229	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B23/02', 'Electric testing or monitoring'), ('G05B23/0229', '{knowledge based, e.g. expert systems; genetic algorithms}')]
87	G05B23/024	{Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks}	G	05	B	23	024	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B23/02', 'Electric testing or monitoring'), ('G05B23/024', '{Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks}')]
88	G05B23/0254	{based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks}	G	05	B	23	0254	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B23/02', 'Electric testing or monitoring'), ('G05B23/0254', '{based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks}')]
89	G05B23/0278	{Qualitative, e.g. if-then rules; Fuzzy logic; Lookup tables; Symptomatic search; FMEA}	G	05	B	23	0278	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B23/02', 'Electric testing or monitoring'), ('G05B23/027', '{Alarm generation, e.g. communication protocol; Forms of alarm}'), ('G05B23/0278', '{Qualitative, e.g. if-then rules; Fuzzy logic; Lookup tables; Symptomatic search; FMEA}')]
90	G05B23/0281	{Quantitative, e.g. mathematical distance; Clustering; Neural networks; Statistical analysis}	G	05	B	23	0281	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B23/02', 'Electric testing or monitoring'), ('G05B23/0281', '{Quantitative, e.g. mathematical distance; Clustering; Neural networks; Statistical analysis}')]
91	G05B2219/13111	Expert system	G	05	B	2219	13111	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/13', 'Plc programming'), ('G05B2219/13111', 'Expert system')]
92	G05B2219/23253	Expert system	G	05	B	2219	23253	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/23', 'Pc programming'), ('G05B2219/23253', 'Expert system')]
93	G05B2219/24086	Expert system, guidance operator, locate fault and indicate how to repair	G	05	B	2219	24086	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/24', 'Pc safety'), ('G05B2219/24086', 'Expert system, guidance operator, locate fault and indicate how to repair')]
94	G05B2219/25255	Neural network	G	05	B	2219	25255	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/25', 'Pc structure of the system'), ('G05B2219/25255', 'Neural network')]
95	G05B2219/25273	Fuzzy logic combined with delay element	G	05	B	2219	25273	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/25', 'Pc structure of the system'), ('G05B2219/25273', 'Fuzzy logic combined with delay element')]
96	G05B2219/31051	Hybrid system, combine expert system with traveling salesman problem TSP	G	05	B	2219	31051	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/31', 'From computer integrated manufacturing till monitoring'), ('G05B2219/31051', 'Hybrid system, combine expert system with traveling salesman problem TSP')]
97	G05B2219/31351	Expert system to select best suited machining centre	G	05	B	2219	31351	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/31', 'From computer integrated manufacturing till monitoring'), ('G05B2219/31351', 'Expert system to select best suited machining centre')]
98	G05B2219/31352	Expert system integrates knowledges to control workshop	G	05	B	2219	31352	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/31', 'From computer integrated manufacturing till monitoring'), ('G05B2219/31352', 'Expert system integrates knowledges to control workshop')]
99	G05B2219/31353	Expert system to design cellular manufacturing systems	G	05	B	2219	31353	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/31', 'From computer integrated manufacturing till monitoring'), ('G05B2219/31353', 'Expert system to design cellular manufacturing systems')]
100	G05B2219/31485	Verify and update all related data in relational database	G	05	B	2219	31485	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/31', 'From computer integrated manufacturing till monitoring'), ('G05B2219/31485', 'Verify and update all related data in relational database')]
101	G05B2219/32007	Operator is assisted by expert system for advice and delegation of tasks	G	05	B	2219	32007	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32007', 'Operator is assisted by expert system for advice and delegation of tasks')]
102	G05B2219/32091	Algorithm, genetic algorithm, evolution strategy	G	05	B	2219	32091	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32091', 'Algorithm, genetic algorithm, evolution strategy')]
103	G05B2219/32327	Structure, fuzzy logic expert system scheduler	G	05	B	2219	32327	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32327', 'Structure, fuzzy logic expert system scheduler')]
104	G05B2219/32333	Use of genetic algorithm	G	05	B	2219	32333	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32333', 'Use of genetic algorithm')]
105	G05B2219/32334	Use of reinforcement learning, agent acts, receives reward	G	05	B	2219	32334	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32334', 'Use of reinforcement learning, agent acts, receives reward')]
106	G05B2219/32335	Use of ann, neural network	G	05	B	2219	32335	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32335', 'Use of ann, neural network')]
107	G05B2219/32394	Fractal manufacturing system with autonomous agents: observer, analyser, organiser, resolver, reporter	G	05	B	2219	32394	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/32', 'Operator till task planning'), ('G05B2219/32394', 'Fractal manufacturing system with autonomous agents: observer, analyser, organiser, resolver, reporter')]
108	G05B2219/33002	Artificial intelligence AI, expert, knowledge, rule based system KBS	G	05	B	2219	33002	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33002', 'Artificial intelligence AI, expert, knowledge, rule based system KBS')]
109	G05B2219/33013	Higher order multilayer artificial neural network ANN, input terms has square, cubic terms of input, output	G	05	B	2219	33013	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33013', 'Higher order multilayer artificial neural network ANN, input terms has square, cubic terms of input, output')]
110	G05B2219/33014	BAM bidirectional associative memory artificial neural network	G	05	B	2219	33014	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33014', 'BAM bidirectional associative memory artificial neural network')]
111	G05B2219/33015	Time delay artificial neural network	G	05	B	2219	33015	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33015', 'Time delay artificial neural network')]
112	G05B2219/33021	Connect plural macrocircuits, neural network modules in a larger network	G	05	B	2219	33021	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33021', 'Connect plural macrocircuits, neural network modules in a larger network')]
113	G05B2219/33024	RAM artificial neural network, several lookup tables addressed by input section, output summed	G	05	B	2219	33024	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33024', 'RAM artificial neural network, several lookup tables addressed by input section, output summed')]
114	G05B2219/33025	Recurrent artificial neural network	G	05	B	2219	33025	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33025', 'Recurrent artificial neural network')]
115	G05B2219/33026	Wavelet artificial neural network, wavelet orthogonal decomposition for artificial neural network approximation	G	05	B	2219	33026	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33026', 'Wavelet artificial neural network, wavelet orthogonal decomposition for artificial neural network approximation')]
116	G05B2219/33027	Artificial neural network controller	G	05	B	2219	33027	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33027', 'Artificial neural network controller')]
117	G05B2219/33028	Function, rbf radial basis function network, gaussian network	G	05	B	2219	33028	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33028', 'Function, rbf radial basis function network, gaussian network')]
118	G05B2219/33029	ANNS artificial neural network with sigmoid function	G	05	B	2219	33029	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33029', 'ANNS artificial neural network with sigmoid function')]
119	G05B2219/33035	Slow learning combined with fast learning artificial neural network, two time scale ann	G	05	B	2219	33035	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33035', 'Slow learning combined with fast learning artificial neural network, two time scale ann')]
120	G05B2219/33041	Structure optimization and learning of artificial neural network by genetic algorithm	G	05	B	2219	33041	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33041', 'Structure optimization and learning of artificial neural network by genetic algorithm')]
121	G05B2219/33043	Extended kalman filter	G	05	B	2219	33043	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33043', 'Extended kalman filter')]
122	G05B2219/33044	Supervised learning with second artificial neural network	G	05	B	2219	33044	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33044', 'Supervised learning with second artificial neural network')]
123	G05B2219/33056	Reinforcement learning, agent acts, receives reward, emotion, action selective	G	05	B	2219	33056	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33056', 'Reinforcement learning, agent acts, receives reward, emotion, action selective')]
124	G05B2219/33139	Design of industrial communication system with expert system	G	05	B	2219	33139	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33139', 'Design of industrial communication system with expert system')]
125	G05B2219/33295	Fuzzy expert system for diagnostic, monitoring	G	05	B	2219	33295	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33295', 'Fuzzy expert system for diagnostic, monitoring')]
126	G05B2219/33303	Expert system for diagnostic, monitoring use of tree and probability	G	05	B	2219	33303	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/33', 'Director till display'), ('G05B2219/33303', 'Expert system for diagnostic, monitoring use of tree and probability')]
127	G05B2219/34065	Fuzzy logic, controller	G	05	B	2219	34065	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/34', 'Director, elements to supervisory'), ('G05B2219/34065', 'Fuzzy logic, controller')]
128	G05B2219/34081	Fuzzy art map neural network, one art for input map, lookup table, other for output	G	05	B	2219	34081	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/34', 'Director, elements to supervisory'), ('G05B2219/34081', 'Fuzzy art map neural network, one art for input map, lookup table, other for output')]
129	G05B2219/34082	Learning, online reinforcement learning	G	05	B	2219	34082	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/34', 'Director, elements to supervisory'), ('G05B2219/34082', 'Learning, online reinforcement learning')]
130	G05B2219/35041	Genetic algorithm for selforganizing designs	G	05	B	2219	35041	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/35', 'Nc in input of data, input till input file format'), ('G05B2219/35041', 'Genetic algorithm for selforganizing designs')]
131	G05B2219/35084	Geometric feature extraction, concave and convex regions, object recognition	G	05	B	2219	35084	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/35', 'Nc in input of data, input till input file format'), ('G05B2219/35084', 'Geometric feature extraction, concave and convex regions, object recognition')]
132	G05B2219/35086	Machining feature extraction, geometry and machining parameters	G	05	B	2219	35086	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/35', 'Nc in input of data, input till input file format'), ('G05B2219/35086', 'Machining feature extraction, geometry and machining parameters')]
133	G05B2219/35175	Select machining parameters with fuzzy logic	G	05	B	2219	35175	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/35', 'Nc in input of data, input till input file format'), ('G05B2219/35175', 'Select machining parameters with fuzzy logic')]
134	G05B2219/36052	Tape tuning with expert system, correction of tape as function of measured parameters	G	05	B	2219	36052	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/36', 'Nc in input of data, input key till input tape'), ('G05B2219/36052', 'Tape tuning with expert system, correction of tape as function of measured parameters')]
135	G05B2219/36355	Select tool with fuzzy logic	G	05	B	2219	36355	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/36', 'Nc in input of data, input key till input tape'), ('G05B2219/36355', 'Select tool with fuzzy logic')]
136	G05B2219/37189	Camera with image processing emulates encoder output	G	05	B	2219	37189	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/37', 'Measurements'), ('G05B2219/37189', 'Camera with image processing emulates encoder output')]
137	G05B2219/37255	Using fuzzy logic techniques	G	05	B	2219	37255	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/37', 'Measurements'), ('G05B2219/37255', 'Using fuzzy logic techniques')]
138	G05B2219/37331	Sensor fusion using extended kalman filter	G	05	B	2219	37331	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/37', 'Measurements'), ('G05B2219/37331', 'Sensor fusion using extended kalman filter')]
139	G05B2219/37516	Combine results, opinions of multiple but same sensors, fuzzy logic	G	05	B	2219	37516	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/37', 'Measurements'), ('G05B2219/37516', 'Combine results, opinions of multiple but same sensors, fuzzy logic')]
140	G05B2219/39	Robotics, robotics to robotics hand	G	05	B	2219	39	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand')]
141	G05B2219/39268	Layer perceptron, drive torque from state variables	G	05	B	2219	39268	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39268', 'Layer perceptron, drive torque from state variables')]
142	G05B2219/39271	Ann artificial neural network, ffw-nn, feedforward neural network	G	05	B	2219	39271	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39271', 'Ann artificial neural network, ffw-nn, feedforward neural network')]
143	G05B2219/39286	Forward inverse, dynamics model, relaxation neural network model firm	G	05	B	2219	39286	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39286', 'Forward inverse, dynamics model, relaxation neural network model firm')]
144	G05B2219/39302	Backpropagation end effector location error through the link equations	G	05	B	2219	39302	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39302', 'Backpropagation end effector location error through the link equations')]
145	G05B2219/39311	Multilayer, MNN, four layer perceptron, sigmoidal neural network	G	05	B	2219	39311	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39311', 'Multilayer, MNN, four layer perceptron, sigmoidal neural network')]
146	G05B2219/39312	Double neural network for tracking, slave microprocessor for servo control	G	05	B	2219	39312	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39312', 'Double neural network for tracking, slave microprocessor for servo control')]
147	G05B2219/39331	Switch between position and force control by fuzzy logic	G	05	B	2219	39331	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39331', 'Switch between position and force control by fuzzy logic')]
148	G05B2219/39356	Fuzzy logic velocity observer, to estimate velocity in joints	G	05	B	2219	39356	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/39', 'Robotics, robotics to robotics hand'), ('G05B2219/39356', 'Fuzzy logic velocity observer, to estimate velocity in joints')]
149	G05B2219/40	Robotics, robotics mapping to robotics vision	G	05	B	2219	40	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision')]
150	G05B2219/40099	Graphical user interface for robotics, visual robot user interface	G	05	B	2219	40099	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40099', 'Graphical user interface for robotics, visual robot user interface')]
151	G05B2219/40112	Using graph grammars and fuzzy logic	G	05	B	2219	40112	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40112', 'Using graph grammars and fuzzy logic')]
152	G05B2219/40115	Translate goal to task program, use of expert system	G	05	B	2219	40115	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40115', 'Translate goal to task program, use of expert system')]
153	G05B2219/40326	Singular value decomposition	G	05	B	2219	40326	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40326', 'Singular value decomposition')]
154	G05B2219/40334	By fuzzy logic supervisor	G	05	B	2219	40334	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40334', 'By fuzzy logic supervisor')]
155	G05B2219/40384	Optimize teached path by data acquisition followed by genetic algorithm	G	05	B	2219	40384	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40384', 'Optimize teached path by data acquisition followed by genetic algorithm')]
156	G05B2219/40469	Using fuzzy logic performance, distances are fuzzy, very close to very far	G	05	B	2219	40469	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40469', 'Using fuzzy logic performance, distances are fuzzy, very close to very far')]
157	G05B2219/40473	Using genetic algorithm GA	G	05	B	2219	40473	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40473', 'Using genetic algorithm GA')]
158	G05B2219/40494	Neural network for object trajectory prediction, fuzzy for robot path	G	05	B	2219	40494	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40494', 'Neural network for object trajectory prediction, fuzzy for robot path')]
159	G05B2219/40499	Reinforcement learning algorithm	G	05	B	2219	40499	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40499', 'Reinforcement learning algorithm')]
160	G05B2219/40529	Neural network based on distance between patterns	G	05	B	2219	40529	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/40', 'Robotics, robotics mapping to robotics vision'), ('G05B2219/40529', 'Neural network based on distance between patterns')]
161	G05B2219/41054	Using neural network techniques	G	05	B	2219	41054	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/41', 'Servomotor, servo controller till figures'), ('G05B2219/41054', 'Using neural network techniques')]
162	G05B2219/41146	Kalman filter	G	05	B	2219	41146	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/41', 'Servomotor, servo controller till figures'), ('G05B2219/41146', 'Kalman filter')]
163	G05B2219/41385	Observe position from encoder, estimate speed, position with kalman filter	G	05	B	2219	41385	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/41', 'Servomotor, servo controller till figures'), ('G05B2219/41385', 'Observe position from encoder, estimate speed, position with kalman filter')]
164	G05B2219/42026	Pi position controller and fuzzy logic speed controller	G	05	B	2219	42026	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/42', 'Servomotor, servo controller kind till VSS'), ('G05B2219/42026', 'Pi position controller and fuzzy logic speed controller')]
165	G05B2219/42134	Fuzzy logic tuning of controller as function of error	G	05	B	2219	42134	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/42', 'Servomotor, servo controller kind till VSS'), ('G05B2219/42134', 'Fuzzy logic tuning of controller as function of error')]
166	G05B2219/42145	Coarse tune with genetic algorithm, fine with gradient descent, hill climbing	G	05	B	2219	42145	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/42', 'Servomotor, servo controller kind till VSS'), ('G05B2219/42145', 'Coarse tune with genetic algorithm, fine with gradient descent, hill climbing')]
167	G05B2219/42147	Tune with genetic algorithm	G	05	B	2219	42147	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05B', 'CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (fluid-pressure actuators or systems acting by means of fluids in general F15B; valves per se F16K; characterised by mechanical features only G05G; sensitive elements, see the appropriate subclass, e.g. G12B, subclass of G01, H01; correcting units, see the appropriate subclass, e.g. H02K)'), ('G05B2219/42', 'Servomotor, servo controller kind till VSS'), ('G05B2219/42147', 'Tune with genetic algorithm')]
168	G05D1/0088	{characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours (using knowledge based models G06N5/00)}	G	05	D	1	0088	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05D', 'SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES'), ('G05D1/00', 'Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot (radio navigation systems or analogous systems using other waves G01S)'), ('G05D1/0088', '{characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours (using knowledge based models G06N5/00)}')]
169	G05D1/0246	{using a video camera in combination with image processing means}	G	05	D	1	0246	2023	[('G', 'PHYSICS'), ('G05', 'CONTROLLING; REGULATING'), ('G05D', 'SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES'), ('G05D1/02', 'Control of position or course in two dimensions'), ('G05D1/024', '{in combination with a laser (lasers per se H01S)}'), ('G05D1/0246', '{using a video camera in combination with image processing means}')]
170	G06F9/4494	{data driven}	G	06	F	9	4494	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F9/44', 'Arrangements for executing specific programs'), ('G06F9/449', '{Object-oriented method invocation or resolution}'), ('G06F9/4494', '{data driven}')]
171	G06F11/0733	{in a data processing system embedded in an image processing device, e.g. printer, facsimile, scanner}	G	06	F	11	0733	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F11/07', 'Responding to the occurrence of a fault, e.g. fault tolerance'), ('G06F11/073', '{in a memory management context, e.g. virtual memory or cache management (memory management G06F12/00; testing of static memory units G11C29/00)}'), ('G06F11/0733', '{in a data processing system embedded in an image processing device, e.g. printer, facsimile, scanner}')]
172	G06F11/1476	{in neural networks}	G	06	F	11	1476	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F11/14', 'Error detection or correction of the data by redundancy in operation (G06F11/16 takes precedence)'), ('G06F11/1476', '{in neural networks}')]
173	G06F11/2257	{using expert systems}	G	06	F	11	2257	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F11/22', 'Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing'), ('G06F11/2257', '{using expert systems}')]
174	G06F11/2263	{using neural networks}	G	06	F	11	2263	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F11/22', 'Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing'), ('G06F11/2263', '{using neural networks}')]
175	G06F16/2465	{Query processing support for facilitating data mining operations in structured databases}	G	06	F	16	2465	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/24', 'Querying'), ('G06F16/2465', '{Query processing support for facilitating data mining operations in structured databases}')]
176	G06F16/254	{Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses}	G	06	F	16	254	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/25', 'Integrating or interfacing systems involving database management systems'), ('G06F16/254', '{Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses}')]
177	G06F16/26	Visual data mining; Browsing structured data	G	06	F	16	26	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/26', 'Visual data mining; Browsing structured data')]
178	G06F16/283	{Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP}	G	06	F	16	283	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/28', 'Databases characterised by their database models, e.g. relational or object models'), ('G06F16/283', '{Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP}')]
179	G06F16/284	{Relational databases}	G	06	F	16	284	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/28', 'Databases characterised by their database models, e.g. relational or object models'), ('G06F16/284', '{Relational databases}')]
180	G06F16/9536	Search customisation based on social or collaborative filtering	G	06	F	16	9536	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F16/95', 'Retrieval from the web'), ('G06F16/953', 'Querying, e.g. by the use of web search engines'), ('G06F16/9536', 'Search customisation based on social or collaborative filtering')]
181	G06F18/00	Pattern recognition	G	06	F	18	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/00', 'Pattern recognition')]
182	G06F18/2111	by using evolutionary computational techniques, e.g. genetic algorithms	G	06	F	18	2111	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/21', 'Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation'), ('G06F18/211', 'Selection of the most significant subset of features'), ('G06F18/2111', 'by using evolutionary computational techniques, e.g. genetic algorithms')]
183	G06F18/213	Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods	G	06	F	18	213	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/21', 'Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation'), ('G06F18/213', 'Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods')]
184	G06F18/2134	based on separation criteria, e.g. independent component analysis	G	06	F	18	2134	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/21', 'Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation'), ('G06F18/213', 'Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods'), ('G06F18/2134', 'based on separation criteria, e.g. independent component analysis')]
185	G06F18/2135	based on approximation criteria, e.g. principal component analysis	G	06	F	18	2135	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/21', 'Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation'), ('G06F18/213', 'Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods'), ('G06F18/2135', 'based on approximation criteria, e.g. principal component analysis')]
186	G06F18/23213	with fixed number of clusters, e.g. K-means clustering	G	06	F	18	23213	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/23', 'Clustering techniques'), ('G06F18/232', 'Non-hierarchical techniques'), ('G06F18/2321', 'using statistics or function optimisation, e.g. modelling of probability density functions'), ('G06F18/23213', 'with fixed number of clusters, e.g. K-means clustering')]
187	G06F18/2337	using fuzzy logic, i.e. fuzzy clustering	G	06	F	18	2337	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/23', 'Clustering techniques'), ('G06F18/2337', 'using fuzzy logic, i.e. fuzzy clustering')]
188	G06F18/2411	based on the proximity to a decision surface, e.g. support vector machines	G	06	F	18	2411	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/24', 'Classification techniques'), ('G06F18/241', 'relating to the classification model, e.g. parametric or non-parametric approaches'), ('G06F18/2411', 'based on the proximity to a decision surface, e.g. support vector machines')]
189	G06F18/2414	{Smoothing the distance, e.g. radial basis function networks [RBFN]}	G	06	F	18	2414	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/24', 'Classification techniques'), ('G06F18/241', 'relating to the classification model, e.g. parametric or non-parametric approaches'), ('G06F18/2414', '{Smoothing the distance, e.g. radial basis function networks [RBFN]}')]
190	G06F18/285	{Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system}	G	06	F	18	285	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/28', 'Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries'), ('G06F18/285', '{Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system}')]
191	G06F18/29	{Graphical models, e.g. Bayesian networks}	G	06	F	18	29	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/29', '{Graphical models, e.g. Bayesian networks}')]
192	G06F18/40	Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor	G	06	F	18	40	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F18/40', 'Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor')]
193	G06F30/27	using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model	G	06	F	30	27	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F30/27', 'using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model')]
194	G06F2111/06	Multi-objective optimisation, e.g. Pareto optimisation using simulated annealing [SA], ant colony algorithms or genetic algorithms [GA]	G	06	F	2111	06	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2111/06', 'Multi-objective optimisation, e.g. Pareto optimisation using simulated annealing [SA], ant colony algorithms or genetic algorithms [GA]')]
195	G06F2207/4824	Neural networks	G	06	F	2207	4824	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2207/48', 'Indexing scheme relating to groups G06F7/48 - G06F7/575'), ('G06F2207/482', 'using capacitive adding networks'), ('G06F2207/4824', 'Neural networks')]
196	G06F2216/03	Data mining	G	06	F	2216	03	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2216/03', 'Data mining')]
197	G06F2218/00	Aspects of pattern recognition specially adapted for signal processing	G	06	F	2218	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2218/00', 'Aspects of pattern recognition specially adapted for signal processing')]
198	G06F2218/08	Feature extraction	G	06	F	2218	08	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2218/08', 'Feature extraction')]
199	G06F2221/074	Tracing pattern recognition	G	06	F	2221	074	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06F', 'ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)'), ('G06F2221/07', 'Indexing scheme relating to G06F21/10, protecting distributed programs or content'), ('G06F2221/074', 'Tracing pattern recognition')]
200	G06J	HYBRID COMPUTING ARRANGEMENTS (optical hybrid computing devices G06E3/00; {fuzzy computing G06N7/02}; neural networks for image data processing G06T; analog/digital conversion, in general H03M1/00)	G	06	J			2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06J', 'HYBRID COMPUTING ARRANGEMENTS (optical hybrid computing devices G06E3/00; {fuzzy computing G06N7/02}; neural networks for image data processing G06T; analog/digital conversion, in general H03M1/00)')]
201	G06K7/00	Methods or arrangements for sensing record carriers, {e.g. for reading patterns} (methods or arrangements for marking the record carrier in digital fashion G06K1/00; pattern recognition G06F18/00; arrangements for image or video recognition or understanding G06V10/00; character recognition, recognising digital ink or document-oriented image-based pattern recognition G06V30/00)	G	06	K	7	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06K', 'GRAPHICAL DATA READING (image or video recognition or understanding G06V); PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS'), ('G06K7/00', 'Methods or arrangements for sensing record carriers, {e.g. for reading patterns} (methods or arrangements for marking the record carrier in digital fashion G06K1/00; pattern recognition G06F18/00; arrangements for image or video recognition or understanding G06V10/00; character recognition, recognising digital ink or document-oriented image-based pattern recognition G06V30/00)')]
202	G06K7/1482	{using fuzzy logic or natural solvers, such as neural networks, genetic algorithms and simulated annealing}	G	06	K	7	1482	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06K', 'GRAPHICAL DATA READING (image or video recognition or understanding G06V); PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS'), ('G06K7/14', 'using light without selection of wavelength, e.g. sensing reflected white light {(G06K7/10831Â\xa0-Â\xa0G06K7/1097 take precedence)}'), ('G06K7/1482', '{using fuzzy logic or natural solvers, such as neural networks, genetic algorithms and simulated annealing}')]
203	G06K11/00	Methods or arrangements for graph-reading or for converting the pattern of mechanical parameters, e.g. force or presence, into electrical signal (feelers for copying devices on machine tools B23Q35/00; arrangements for measuring areas G01B; measuring force G01L; adapted as input devices to computers G06F3/00; combined with pattern recognition G06F18/00; arrangements for image or video recognition or understanding G06V10/00; character recognition, recognising digital ink or document-oriented image-based pattern recognition G06V30/00; systems for transmitting the position of an object with respect to a predetermined reference system, e.g. tele-autographic system, G08C21/00)	G	06	K	11	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06K', 'GRAPHICAL DATA READING (image or video recognition or understanding G06V); PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS'), ('G06K11/00', 'Methods or arrangements for graph-reading or for converting the pattern of mechanical parameters, e.g. force or presence, into electrical signal (feelers for copying devices on machine tools B23Q35/00; arrangements for measuring areas G01B; measuring force G01L; adapted as input devices to computers G06F3/00; combined with pattern recognition G06F18/00; arrangements for image or video recognition or understanding G06V10/00; character recognition, recognising digital ink or document-oriented image-based pattern recognition G06V30/00; systems for transmitting the position of an object with respect to a predetermined reference system, e.g. tele-autographic system, G08C21/00)')]
204	G06N3/02	Neural networks	G	06	N	3	02	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/02', 'Neural networks')]
205	G06N3/042	Knowledge-based neural networks; Logical representations of neural networks	G	06	N	3	042	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/04', 'Architecture, e.g. interconnection topology'), ('G06N3/042', 'Knowledge-based neural networks; Logical representations of neural networks')]
206	G06N3/043	based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]	G	06	N	3	043	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/04', 'Architecture, e.g. interconnection topology'), ('G06N3/043', 'based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]')]
207	G06N3/0442	characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]	G	06	N	3	0442	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/04', 'Architecture, e.g. interconnection topology'), ('G06N3/044', 'Recurrent networks, e.g. Hopfield networks'), ('G06N3/0442', 'characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]')]
208	G06N3/0464	Convolutional networks [CNN, ConvNet]	G	06	N	3	0464	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/04', 'Architecture, e.g. interconnection topology'), ('G06N3/0464', 'Convolutional networks [CNN, ConvNet]')]
209	G06N3/049	Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs	G	06	N	3	049	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/04', 'Architecture, e.g. interconnection topology'), ('G06N3/049', 'Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs')]
210	G06N3/06	Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons	G	06	N	3	06	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/06', 'Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons')]
211	G06N3/084	Backpropagation, e.g. using gradient descent	G	06	N	3	084	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/08', 'Learning methods'), ('G06N3/084', 'Backpropagation, e.g. using gradient descent')]
212	G06N3/086	using evolutionary algorithms, e.g. genetic algorithms or genetic programming	G	06	N	3	086	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/08', 'Learning methods'), ('G06N3/086', 'using evolutionary algorithms, e.g. genetic algorithms or genetic programming')]
213	G06N3/088	Non-supervised learning, e.g. competitive learning	G	06	N	3	088	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/08', 'Learning methods'), ('G06N3/088', 'Non-supervised learning, e.g. competitive learning')]
214	G06N3/0895	Weakly supervised learning, e.g. semi-supervised or self-supervised learning	G	06	N	3	0895	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/08', 'Learning methods'), ('G06N3/0895', 'Weakly supervised learning, e.g. semi-supervised or self-supervised learning')]
215	G06N3/09	Supervised learning	G	06	N	3	09	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/09', 'Supervised learning')]
216	G06N3/091	Active learning	G	06	N	3	091	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/09', 'Supervised learning'), ('G06N3/091', 'Active learning')]
217	G06N3/092	Reinforcement learning	G	06	N	3	092	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/09', 'Supervised learning'), ('G06N3/092', 'Reinforcement learning')]
218	G06N3/096	Transfer learning	G	06	N	3	096	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/09', 'Supervised learning'), ('G06N3/096', 'Transfer learning')]
219	G06N3/0985	Hyperparameter optimisation; Meta-learning; Learning-to-learn	G	06	N	3	0985	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/09', 'Supervised learning'), ('G06N3/098', 'Distributed learning, e.g. federated learning'), ('G06N3/0985', 'Hyperparameter optimisation; Meta-learning; Learning-to-learn')]
220	G06N3/10	Interfaces, programming languages or software development kits, e.g. for simulating neural networks	G	06	N	3	10	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/10', 'Interfaces, programming languages or software development kits, e.g. for simulating neural networks')]
221	G06N3/126	Evolutionary algorithms, e.g. genetic algorithms or genetic programming	G	06	N	3	126	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N3/12', 'using genetic models'), ('G06N3/126', 'Evolutionary algorithms, e.g. genetic algorithms or genetic programming')]
222	G06N5/043	Distributed expert systems; Blackboards	G	06	N	5	043	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N5/04', 'Inference or reasoning models'), ('G06N5/043', 'Distributed expert systems; Blackboards')]
223	G06N5/045	Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence	G	06	N	5	045	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N5/04', 'Inference or reasoning models'), ('G06N5/045', 'Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence')]
224	G06N7/01	Probabilistic graphical models, e.g. probabilistic networks	G	06	N	7	01	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N7/01', 'Probabilistic graphical models, e.g. probabilistic networks')]
225	G06N7/02	using fuzzy logic (computing arrangements based on biological models G06N3/00; computing arrangements using knowledge-based models G06N5/00)	G	06	N	7	02	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N7/02', 'using fuzzy logic (computing arrangements based on biological models G06N3/00; computing arrangements using knowledge-based models G06N5/00)')]
226	G06N7/046	{Implementation by means of a neural network (neural networks using fuzzy logic G06N3/043)}	G	06	N	7	046	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N7/04', 'Physical realisation'), ('G06N7/046', '{Implementation by means of a neural network (neural networks using fuzzy logic G06N3/043)}')]
227	G06N20/00	Machine learning	G	06	N	20	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N20/00', 'Machine learning')]
228	G06N20/10	using kernel methods, e.g. support vector machines [SVM]	G	06	N	20	10	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N20/10', 'using kernel methods, e.g. support vector machines [SVM]')]
229	G06N20/20	Ensemble learning	G	06	N	20	20	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06N', 'COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS'), ('G06N20/20', 'Ensemble learning')]
230	G06Q20/308	{using the Internet of Things}	G	06	Q	20	308	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06Q', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORYÂ\xa0PURPOSES, NOT OTHERWISE PROVIDED FOR'), ('G06Q20/30', 'characterised by the use of specific devices {or networks}'), ('G06Q20/308', '{using the Internet of Things}')]
231	G06T3/4046	{using neural networks}	G	06	T	3	4046	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T3/40', 'Scaling the whole image or part thereof'), ('G06T3/4046', '{using neural networks}')]
232	G06T7/277	involving stochastic approaches, e.g. using Kalman filters	G	06	T	7	277	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T7/277', 'involving stochastic approaches, e.g. using Kalman filters')]
233	G06T9/002	{using neural networks}	G	06	T	9	002	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T9/00', 'Image coding (bandwidth or redundancy reduction for static pictures H04N1/41; coding or decoding of static colour picture signals H04N1/64; methods or arrangements for coding, decoding, compressing or decompressing digital video signals H04N19/00)'), ('G06T9/002', '{using neural networks}')]
234	G06T2200/28	involving image processing hardware	G	06	T	2200	28	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2200/28', 'involving image processing hardware')]
235	G06T2207/10032	Satellite or aerial image; Remote sensing	G	06	T	2207	10032	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/10', 'Image acquisition modality'), ('G06T2207/10032', 'Satellite or aerial image; Remote sensing')]
236	G06T2207/20004	Adaptive image processing	G	06	T	2207	20004	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20004', 'Adaptive image processing')]
237	G06T2207/20016	Hierarchical, coarse-to-fine, multiscale or multiresolution image processing; Pyramid transform	G	06	T	2207	20016	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20016', 'Hierarchical, coarse-to-fine, multiscale or multiresolution image processing; Pyramid transform')]
238	G06T2207/20036	Morphological image processing	G	06	T	2207	20036	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20036', 'Morphological image processing')]
239	G06T2207/20072	Graph-based image processing	G	06	T	2207	20072	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20072', 'Graph-based image processing')]
240	G06T2207/20076	Probabilistic image processing	G	06	T	2207	20076	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20076', 'Probabilistic image processing')]
241	G06T2207/20084	Artificial neural networks [ANN]	G	06	T	2207	20084	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20084', 'Artificial neural networks [ANN]')]
242	G06T2207/20092	Interactive image processing based on input by user	G	06	T	2207	20092	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20092', 'Interactive image processing based on input by user')]
243	G06T2207/20112	Image segmentation details	G	06	T	2207	20112	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20112', 'Image segmentation details')]
244	G06T2207/20208	High dynamic range [HDR] image processing	G	06	T	2207	20208	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/20', 'Special algorithmic details'), ('G06T2207/20208', 'High dynamic range [HDR] image processing')]
245	G06T2207/30	Subject of image; Context of image processing	G	06	T	2207	30	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/30', 'Subject of image; Context of image processing')]
246	G06T2207/30004	Biomedical image processing	G	06	T	2207	30004	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06T', 'IMAGE DATA PROCESSING OR GENERATION, IN GENERAL'), ('G06T2207/30', 'Subject of image; Context of image processing'), ('G06T2207/30004', 'Biomedical image processing')]
247	G06V10/145	Illumination specially adapted for pattern recognition, e.g. using gratings	G	06	V	10	145	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/14', 'Optical characteristics of the device performing the acquisition or on the illumination arrangements'), ('G06V10/145', 'Illumination specially adapted for pattern recognition, e.g. using gratings')]
248	G06V10/42	Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation	G	06	V	10	42	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/42', 'Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation')]
249	G06V10/44	Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components	G	06	V	10	44	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/44', 'Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components')]
250	G06V10/454	{Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]}	G	06	V	10	454	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/454', '{Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]}')]
251	G06V10/46	Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features (colour feature extraction G06V10/56)	G	06	V	10	46	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/46', 'Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features (colour feature extraction G06V10/56)')]
252	G06V10/62	relating to a temporal dimension, e.g. time-based feature extraction; Pattern tracking	G	06	V	10	62	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/62', 'relating to a temporal dimension, e.g. time-based feature extraction; Pattern tracking')]
253	G06V10/70	using pattern recognition or machine learning (optical pattern recognition or electronic computations therefor G06V10/88)	G	06	V	10	70	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/70', 'using pattern recognition or machine learning (optical pattern recognition or electronic computations therefor G06V10/88)')]
254	G06V10/77	Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation	G	06	V	10	77	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/77', 'Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation')]
255	G06V10/7715	{Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods}	G	06	V	10	7715	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/77', 'Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation'), ('G06V10/771', 'Feature selection, e.g. selecting representative features from a multi-dimensional feature space'), ('G06V10/7715', '{Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods}')]
256	G06V10/7788	{the supervisor being a human, e.g. interactive learning with a human teacher}	G	06	V	10	7788	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/77', 'Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation'), ('G06V10/778', 'Active pattern-learning, e.g. online learning of image or video features'), ('G06V10/7788', '{the supervisor being a human, e.g. interactive learning with a human teacher}')]
257	G06V10/80	Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level (multimodal speaker identification or verification G10L17/10)	G	06	V	10	80	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/80', 'Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level (multimodal speaker identification or verification G10L17/10)')]
258	G06V10/82	using neural networks	G	06	V	10	82	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/82', 'using neural networks')]
259	G06V10/84	using probabilistic graphical models from image or video features, e.g. Markov models or Bayesian networks	G	06	V	10	84	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V10/84', 'using probabilistic graphical models from image or video features, e.g. Markov models or Bayesian networks')]
260	G06V20/695	{Preprocessing, e.g. image segmentation}	G	06	V	20	695	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V20/69', 'Microscopic objects, e.g. biological cells or cellular parts'), ('G06V20/695', '{Preprocessing, e.g. image segmentation}')]
261	G06V30/00	Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition (scanning, transmission or reproduction of documents or the like H04N1/00)	G	06	V	30	00	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/00', 'Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition (scanning, transmission or reproduction of documents or the like H04N1/00)')]
262	G06V30/18057	{Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]}	G	06	V	30	18057	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/18', 'Extraction of features or characteristics of the image'), ('G06V30/18057', '{Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]}')]
263	G06V30/19013	{Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching (specially adapted for image segmentation G06T7/10; specially adapted for the analysis of motion G06T7/20; specially adapted for image alignment G06T7/30; specially adapted for the calculation of depth from stereo images G06T7/50; specially adapted for position determination G06T7/70)}	G	06	V	30	19013	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/19013', '{Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching (specially adapted for image segmentation G06T7/10; specially adapted for the analysis of motion G06T7/20; specially adapted for image alignment G06T7/30; specially adapted for the calculation of depth from stereo images G06T7/50; specially adapted for position determination G06T7/70)}')]
264	G06V30/19113	{Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system}	G	06	V	30	19113	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/191', '{Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation}'), ('G06V30/19113', '{Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system}')]
265	G06V30/19187	{Graphical models, e.g. Bayesian networks or Markov models}	G	06	V	30	19187	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/191', '{Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation}'), ('G06V30/1918', '{Fusion techniques, i.e. combining data from various sources, e.g. sensor fusion}'), ('G06V30/19187', '{Graphical models, e.g. Bayesian networks or Markov models}')]
266	G06V30/1983	{Syntactic or structural pattern recognition, e.g. symbolic string recognition}	G	06	V	30	1983	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/198', 'the selection of the next reference depending on the result of the preceding comparison'), ('G06V30/1983', '{Syntactic or structural pattern recognition, e.g. symbolic string recognition}')]
267	G06V30/1985	{Syntactic analysis, e.g. using a grammatical approach (syntactic image representation G06V30/18171)}	G	06	V	30	1985	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/198', 'the selection of the next reference depending on the result of the preceding comparison'), ('G06V30/1985', '{Syntactic analysis, e.g. using a grammatical approach (syntactic image representation G06V30/18171)}')]
268	G06V30/1988	{Graph matching (graphical image representation G06V30/18181)}	G	06	V	30	1988	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/19', 'Recognition using electronic means'), ('G06V30/198', 'the selection of the next reference depending on the result of the preceding comparison'), ('G06V30/1988', '{Graph matching (graphical image representation G06V30/18181)}')]
269	G06V30/333	{Preprocessing; Feature extraction}	G	06	V	30	333	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/333', '{Preprocessing; Feature extraction}')]
270	G06V30/40	Document-oriented image-based pattern recognition	G	06	V	30	40	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V30/40', 'Document-oriented image-based pattern recognition')]
271	G06V40/1347	{Preprocessing; Feature extraction}	G	06	V	40	1347	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V40/13', 'Sensors therefor'), ('G06V40/1347', '{Preprocessing; Feature extraction}')]
272	G06V40/1388	{using image processing}	G	06	V	40	1388	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V40/13', 'Sensors therefor'), ('G06V40/1388', '{using image processing}')]
273	G06V40/168	{Feature extraction; Face representation}	G	06	V	40	168	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V40/16', 'Human faces, e.g. facial parts, sketches or expressions'), ('G06V40/168', '{Feature extraction; Face representation}')]
274	G06V40/193	{Preprocessing; Feature extraction}	G	06	V	40	193	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V40/19', 'Sensors therefor'), ('G06V40/193', '{Preprocessing; Feature extraction}')]
275	G06V40/382	{Preprocessing; Feature extraction}	G	06	V	40	382	2023	[('G', 'PHYSICS'), ('G06', 'COMPUTING; CALCULATING OR COUNTING'), ('G06V', 'IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING'), ('G06V40/382', '{Preprocessing; Feature extraction}')]
276	G07D7/2016	{using feature extraction, e.g. segmentation, edge detection or Hough-transformation}	G	07	D	7	2016	2023	[('G', 'PHYSICS'), ('G07', 'CHECKING-DEVICES'), ('G07D', 'HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING'), ('G07D7/20', 'Testing patterns thereon (G07D7/004, G07D7/005 take precedence)'), ('G07D7/2016', '{using feature extraction, e.g. segmentation, edge detection or Hough-transformation}')]
277	G08B29/186	{Fuzzy logic; neural networks}	G	08	B	29	186	2023	[('G', 'PHYSICS'), ('G08', 'SIGNALLING'), ('G08B', 'SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS'), ('G08B29/18', 'Prevention or correction of operating errors (G08B29/02, G08B29/12 take precedence)'), ('G08B29/186', '{Fuzzy logic; neural networks}')]
278	G08G1/096888	{where input information is obtained using learning systems, e.g. history databases}	G	08	G	1	096888	2023	[('G', 'PHYSICS'), ('G08', 'SIGNALLING'), ('G08G', 'TRAFFIC CONTROL SYSTEMS (guiding railway traffic, ensuring the safety of railway traffic B61L; arrangement of road signs or traffic signals E01F9/00; radar or analogous systems, sonar systems, lidar systems specially adapted for traffic control G01S13/91, G01S15/88, G01S17/88; {radar or analogous systems, sonar systems, lidar systems specially adapted for anti-collision purposes G01S13/93, G01S15/93, G01S17/93})'), ('G08G1/09', 'Arrangements for giving variable traffic instructions ({railroad crossing signals B61L; reflectors E01F, G08B}; indicating arrangements for variable information by selection or combination of individual elements G09F9/00)'), ('G08G1/096', 'provided with indicators in which a mark progresses showing the time elapsed, e.g. of green phase'), ('G08G1/0968', 'Systems involving transmission of navigation instructions to the vehicle'), ('G08G1/096888', '{where input information is obtained using learning systems, e.g. history databases}')]
279	G09F19/002	{Advertising means including image processing to create a special effect when viewed from a camera}	G	09	F	19	002	2023	[('G', 'PHYSICS'), ('G09', 'EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS'), ('G09F', 'DISPLAYING; ADVERTISING; SIGNS; LABELS OR NAME-PLATES; SEALS'), ('G09F19/00', 'Advertising or display means not otherwise provided for'), ('G09F19/002', '{Advertising means including image processing to create a special effect when viewed from a camera}')]
280	G10H2210/031	Musical analysis, i.e. isolation, extraction or identification of musical elements or musical parameters from a raw acoustic signal or from an encoded audio signal (neural networks for electrophonic musical instruments or musical processing G10H2250/311)	G	10	H	2210	031	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2210/031', 'Musical analysis, i.e. isolation, extraction or identification of musical elements or musical parameters from a raw acoustic signal or from an encoded audio signal (neural networks for electrophonic musical instruments or musical processing G10H2250/311)')]
281	G10H2240/141	Library retrieval matching, i.e. any of the steps of matching an inputted segment or phrase with musical database contents, e.g. query by humming, singing or playing; the steps may include, e.g. musical analysis of the input, musical feature extraction, query formulation, or details of the retrieval process	G	10	H	2240	141	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2240/141', 'Library retrieval matching, i.e. any of the steps of matching an inputted segment or phrase with musical database contents, e.g. query by humming, singing or playing; the steps may include, e.g. musical analysis of the input, musical feature extraction, query formulation, or details of the retrieval process')]
282	G10H2250/011	Genetic algorithms, i.e. using computational steps analogous to biological selection, recombination and mutation on an initial population of, e.g. sounds, pieces, melodies or loops to compose or otherwise generate, e.g. evolutionary music or sound synthesis	G	10	H	2250	011	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2250/011', 'Genetic algorithms, i.e. using computational steps analogous to biological selection, recombination and mutation on an initial population of, e.g. sounds, pieces, melodies or loops to compose or otherwise generate, e.g. evolutionary music or sound synthesis')]
283	G10H2250/015	Markov chains, e.g. hidden Markov models [HMM], for musical processing, e.g. musical analysis or musical composition	G	10	H	2250	015	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2250/015', 'Markov chains, e.g. hidden Markov models [HMM], for musical processing, e.g. musical analysis or musical composition')]
284	G10H2250/151	Fuzzy logic	G	10	H	2250	151	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2250/151', 'Fuzzy logic')]
285	G10H2250/311	Neural networks for electrophonic musical instruments or musical processing, e.g. for musical recognition or control, automatic composition or improvisation (musical analysis G10H2210/031; neural networks G06N3/02)	G	10	H	2250	311	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10H', 'ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE'), ('G10H2250/311', 'Neural networks for electrophonic musical instruments or musical processing, e.g. for musical recognition or control, automatic composition or improvisation (musical analysis G10H2210/031; neural networks G06N3/02)')]
286	G10K2210/3024	Expert systems, e.g. artificial intelligence	G	10	K	2210	3024	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10K', 'SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR'), ('G10K2210/30', 'Means'), ('G10K2210/3024', 'Expert systems, e.g. artificial intelligence')]
287	G10K2210/3028	Filtering, e.g. Kalman filters or special analogue or digital filters	G	10	K	2210	3028	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10K', 'SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR'), ('G10K2210/30', 'Means'), ('G10K2210/3028', 'Filtering, e.g. Kalman filters or special analogue or digital filters')]
288	G10K2210/3029	Fuzzy logic; Genetic algorithms	G	10	K	2210	3029	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10K', 'SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR'), ('G10K2210/30', 'Means'), ('G10K2210/3029', 'Fuzzy logic; Genetic algorithms')]
289	G10K2210/3038	Neural networks	G	10	K	2210	3038	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10K', 'SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR'), ('G10K2210/30', 'Means'), ('G10K2210/3038', 'Neural networks')]
290	G10L15/02	Feature extraction for speech recognition; Selection of recognition unit	G	10	L	15	02	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L15/02', 'Feature extraction for speech recognition; Selection of recognition unit')]
291	G10L15/16	using artificial neural networks	G	10	L	15	16	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L15/16', 'using artificial neural networks')]
292	G10L15/18	using natural language modelling	G	10	L	15	18	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L15/18', 'using natural language modelling')]
293	G10L15/183	using context dependencies, e.g. language models	G	10	L	15	183	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L15/18', 'using natural language modelling'), ('G10L15/183', 'using context dependencies, e.g. language models')]
294	G10L15/34	Adaptation of a single recogniser for parallel processing, e.g. by use of multiple processors or cloud computing	G	10	L	15	34	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L15/34', 'Adaptation of a single recogniser for parallel processing, e.g. by use of multiple processors or cloud computing')]
295	G10L17/10	Multimodal systems, i.e. based on the integration of multiple recognition engines or fusion of expert systems	G	10	L	17	10	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L17/10', 'Multimodal systems, i.e. based on the integration of multiple recognition engines or fusion of expert systems')]
296	G10L17/18	Artificial neural networks; Connectionist approaches	G	10	L	17	18	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L17/18', 'Artificial neural networks; Connectionist approaches')]
297	G10L25/30	using neural networks	G	10	L	25	30	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L25/30', 'using neural networks')]
298	G10L25/33	using fuzzy logic	G	10	L	25	33	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L25/33', 'using fuzzy logic')]
299	G10L25/39	using genetic algorithms	G	10	L	25	39	2023	[('G', 'PHYSICS'), ('G10', 'MUSICAL INSTRUMENTS; ACOUSTICS'), ('G10L', 'SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING'), ('G10L25/39', 'using genetic algorithms')]
300	G11B20/10509	{iterative methods, e.g. trial-and-error, interval search, gradient descent or feedback loops (G11B20/10518 takes precedence)}	G	11	B	20	10509	2023	[('G', 'PHYSICS'), ('G11', 'INFORMATION STORAGE'), ('G11B', 'INFORMATION STORAGE BASED ON RELATIVE MOVEMENT BETWEEN RECORD CARRIER AND TRANSDUCER (recording measured values in a way that does not require playback through a transducer G01D9/00; recording or playback apparatus using mechanically marked tape, e.g. punched paper tape, or using unit records, e.g. punched or magnetically marked cards G06K; transferring data from one type of record carrier to another G06K1/18; circuits for coupling output of reproducer to radio receiver H04B1/20; gramophone pick-ups or like acoustic electromechanical transducers or circuits therefor H04R)'), ('G11B20/10', 'Digital recording or reproducing'), ('G11B20/105', '{selecting parameter values from a plurality of predetermined settings}'), ('G11B20/10509', '{iterative methods, e.g. trial-and-error, interval search, gradient descent or feedback loops (G11B20/10518 takes precedence)}')]
301	G11B20/10518	{using neural networks}	G	11	B	20	10518	2023	[('G', 'PHYSICS'), ('G11', 'INFORMATION STORAGE'), ('G11B', 'INFORMATION STORAGE BASED ON RELATIVE MOVEMENT BETWEEN RECORD CARRIER AND TRANSDUCER (recording measured values in a way that does not require playback through a transducer G01D9/00; recording or playback apparatus using mechanically marked tape, e.g. punched paper tape, or using unit records, e.g. punched or magnetically marked cards G06K; transferring data from one type of record carrier to another G06K1/18; circuits for coupling output of reproducer to radio receiver H04B1/20; gramophone pick-ups or like acoustic electromechanical transducers or circuits therefor H04R)'), ('G11B20/10', 'Digital recording or reproducing'), ('G11B20/105', '{selecting parameter values from a plurality of predetermined settings}'), ('G11B20/10518', '{using neural networks}')]
302	G16B40/00	ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding	G	16	B	40	00	2023	[('G', 'PHYSICS'), ('G16', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS'), ('G16B', 'BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY'), ('G16B40/00', 'ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding')]
303	G16C20/70	Machine learning, data mining or chemometrics	G	16	C	20	70	2023	[('G', 'PHYSICS'), ('G16', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS'), ('G16C', 'COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE'), ('G16C20/70', 'Machine learning, data mining or chemometrics')]
304	G16H50/00	ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics	G	16	H	50	00	2023	[('G', 'PHYSICS'), ('G16', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS'), ('G16H', 'HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA'), ('G16H50/00', 'ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics')]
305	G16H50/20	for computer-aided diagnosis, e.g. based on medical expert systems	G	16	H	50	20	2023	[('G', 'PHYSICS'), ('G16', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS'), ('G16H', 'HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA'), ('G16H50/20', 'for computer-aided diagnosis, e.g. based on medical expert systems')]
306	G16Y	INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]	G	16	Y			2023	[('G', 'PHYSICS'), ('G16', 'INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS'), ('G16Y', 'INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]')]
307	G21D3/007	{Expert systems}	G	21	D	3	007	2023	[('G', 'PHYSICS'), ('G21', 'NUCLEAR PHYSICS; NUCLEAR ENGINEERING'), ('G21D', 'NUCLEAR POWER PLANT'), ('G21D3/00', 'Control of nuclear power plant (control of nuclear reaction in general G21C7/00)'), ('G21D3/007', '{Expert systems}')]
308	H01J37/222	{Image processing arrangements associated with the tube (image data processing or generation, in general G06T)}	H	01	J	37	222	2023	[('H', 'ELECTRICITY'), ('H01', 'ELECTRIC ELEMENTS'), ('H01J', 'ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS (spark-gaps H01T; arc lamps with consumable electrodes H05B; particle accelerators H05H)'), ('H01J37/22', 'Optical or photographic arrangements associated with the tube {(using a CRT for the display of the image in a scanning electron microscope H01J37/28; observing the object or the point of impact on the object in tubes for the localised treatment of materials H01J37/3007)}'), ('H01J37/222', '{Image processing arrangements associated with the tube (image data processing or generation, in general G06T)}')]
309	H01J2237/221	Image processing	H	01	J	2237	221	2023	[('H', 'ELECTRICITY'), ('H01', 'ELECTRIC ELEMENTS'), ('H01J', 'ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS (spark-gaps H01T; arc lamps with consumable electrodes H05B; particle accelerators H05H)'), ('H01J2237/22', 'Treatment of data (mixing signals H01J2237/24495)'), ('H01J2237/221', 'Image processing')]
310	H01J2237/226	Image reconstruction	H	01	J	2237	226	2023	[('H', 'ELECTRICITY'), ('H01', 'ELECTRIC ELEMENTS'), ('H01J', 'ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS (spark-gaps H01T; arc lamps with consumable electrodes H05B; particle accelerators H05H)'), ('H01J2237/22', 'Treatment of data (mixing signals H01J2237/24495)'), ('H01J2237/226', 'Image reconstruction')]
311	H01J2237/30427	using neural networks or fuzzy logic	H	01	J	2237	30427	2023	[('H', 'ELECTRICITY'), ('H01', 'ELECTRIC ELEMENTS'), ('H01J', 'ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS (spark-gaps H01T; arc lamps with consumable electrodes H05B; particle accelerators H05H)'), ('H01J2237/30', 'Electron or ion beam tubes for processing objects'), ('H01J2237/304', 'Controlling tubes'), ('H01J2237/30427', 'using neural networks or fuzzy logic')]
312	H01M8/04992	characterised by the implementation of mathematical or computational algorithms, e.g. feedback control loops, fuzzy logic, neural networks or artificial intelligence	H	01	M	8	04992	2023	[('H', 'ELECTRICITY'), ('H01', 'ELECTRIC ELEMENTS'), ('H01M', 'PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY'), ('H01M8/04', 'Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids'), ('H01M8/04992', 'characterised by the implementation of mathematical or computational algorithms, e.g. feedback control loops, fuzzy logic, neural networks or artificial intelligence')]
313	H02H1/0092	{concerning the data processing means, e.g. expert systems, neural networks}	H	02	H	1	0092	2023	[('H', 'ELECTRICITY'), ('H02', 'GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER'), ('H02H', 'EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS (indicating or signalling undesired working conditions G01R, e.g. G01R31/00, G08B; locating faults along lines G01R31/08; emergency protective devices H01H)'), ('H02H1/00', 'Details of emergency protective circuit arrangements'), ('H02H1/0092', '{concerning the data processing means, e.g. expert systems, neural networks}')]
314	H02P21/0014	{using neural networks}	H	02	P	21	0014	2023	[('H', 'ELECTRICITY'), ('H02', 'GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER'), ('H02P', 'CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS'), ('H02P21/00', 'Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation'), ('H02P21/001', '{using fuzzy control}'), ('H02P21/0014', '{using neural networks}')]
315	H02P21/13	Observer control, e.g. using Luenberger observers or Kalman filters	H	02	P	21	13	2023	[('H', 'ELECTRICITY'), ('H02', 'GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER'), ('H02P', 'CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS'), ('H02P21/13', 'Observer control, e.g. using Luenberger observers or Kalman filters')]
316	H02P23/0018	{using neural networks}	H	02	P	23	0018	2023	[('H', 'ELECTRICITY'), ('H02', 'GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER'), ('H02P', 'CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS'), ('H02P23/00', 'Arrangements or methods for the control of AC motors characterised by a control method other than vector control'), ('H02P23/0018', '{using neural networks}')]
317	H02P23/12	Observer control, e.g. using Luenberger observers or Kalman filters	H	02	P	23	12	2023	[('H', 'ELECTRICITY'), ('H02', 'GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER'), ('H02P', 'CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS'), ('H02P23/12', 'Observer control, e.g. using Luenberger observers or Kalman filters')]
318	H03H2017/0205	{Kalman filters}	H	03	H	2017	0205	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H2017/0205', '{Kalman filters}')]
319	H03H2017/0208	{using neural networks}	H	03	H	2017	0208	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H2017/0208', '{using neural networks}')]
320	H03H17/0257	{KALMAN filters}	H	03	H	17	0257	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H17/02', 'Frequency selective networks {(digital computers for complex mathematical operations G06F17/10)}'), ('H03H17/025', '{Notch filters}'), ('H03H17/0257', '{KALMAN filters}')]
321	H03H21/003	{KALMAN filters}	H	03	H	21	003	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H21/00', 'Adaptive networks'), ('H03H21/003', '{KALMAN filters}')]
322	H03H2222/02	using fuzzy logic	H	03	H	2222	02	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H2222/02', 'using fuzzy logic')]
323	H03H2222/04	using neural networks	H	03	H	2222	04	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03H', 'IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS (measuring, testing G01R; arrangements for producing a reverberation or echo sound G10K15/08; impedance networks or resonators consisting of distributed impedances, e.g. of the waveguide type, H01P; control of amplification, e.g. bandwidth control of amplifiers, H03G; tuning resonant circuits, e.g. tuning coupled resonant circuits, H03J; networks for modifying the frequency characteristics of communication systems H04B)'), ('H03H2222/04', 'using neural networks')]
324	H03K19/00	Logic circuits, i.e. having at least two inputs acting on one output (circuits for computer systems using fuzzy logic G06N7/02); Inverting circuits	H	03	K	19	00	2023	[('H', 'ELECTRICITY'), ('H03', 'ELECTRONIC CIRCUITRY'), ('H03K', 'PULSE TECHNIQUE (measuring pulse characteristics G01R; modulating sinusoidal oscillations with pulses H03C; transmission of digital information H04L; discriminator circuits detecting phase difference between two signals by counting or integrating cycles of oscillation H03D3/04; automatic control, starting, synchronisation or stabilisation of generators of electronic oscillations or pulses where the type of generator is irrelevant or unspecified H03L; coding, decoding or code conversion, in general H03M)'), ('H03K19/00', 'Logic circuits, i.e. having at least two inputs acting on one output (circuits for computer systems using fuzzy logic G06N7/02); Inverting circuits')]
325	H04L2012/5686	{Use of neural networks}	H	04	L	2012	5686	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L2012/568', '{Load balancing, smoothing or shaping}'), ('H04L2012/5686', '{Use of neural networks}')]
326	H04L25/0254	{using neural network algorithms}	H	04	L	25	0254	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L25/02', 'Details {; arrangements for supplying electrical power along data transmission lines (systems for transmitting signals via power distribution lines H04B3/54)}'), ('H04L25/025', '{using least-mean-square [LMS] method}'), ('H04L25/0254', '{using neural network algorithms}')]
327	H04L25/03165	{using neural networks}	H	04	L	25	03165	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L25/03', 'Shaping networks in transmitter or receiver, e.g. adaptive shaping networks'), ('H04L25/03165', '{using neural networks}')]
328	H04L2025/03464	{Neural networks}	H	04	L	2025	03464	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L2025/03464', '{Neural networks}')]
329	H04L2025/03554	{between neural networks and tapped delay lines}	H	04	L	2025	03554	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L2025/03554', '{between neural networks and tapped delay lines}')]
330	H04L41/024	{using relational databases for representation of network management data, e.g. managing via structured query language [SQL]}	H	04	L	41	024	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L41/02', 'Standardisation; Integration'), ('H04L41/024', '{using relational databases for representation of network management data, e.g. managing via structured query language [SQL]}')]
331	H04L41/0636	{based on a decision tree analysis}	H	04	L	41	0636	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L41/06', 'Management of faults, events, alarms or notifications'), ('H04L41/0636', '{based on a decision tree analysis}')]
332	H04L41/16	using machine learning or artificial intelligence	H	04	L	41	16	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L41/16', 'using machine learning or artificial intelligence')]
333	H04L45/08	{Learning-based routing, e.g. using neural networks or artificial intelligence}	H	04	L	45	08	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L45/08', '{Learning-based routing, e.g. using neural networks or artificial intelligence}')]
334	H04L51/02	using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages	H	04	L	51	02	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L51/02', 'using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages')]
335	H04L63/1425	{Traffic logging, e.g. anomaly detection}	H	04	L	63	1425	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04L', 'TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M)'), ('H04L63/14', '{for detecting or protecting against malicious traffic}'), ('H04L63/1425', '{Traffic logging, e.g. anomaly detection}')]
336	H04N1/00336	{with an apparatus performing pattern recognition, e.g. of a face or a geographic feature (image or video recognition or understanding of scenes G06V20/00)}	H	04	N	1	00336	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N1/00', 'Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof'), ('H04N1/00336', '{with an apparatus performing pattern recognition, e.g. of a face or a geographic feature (image or video recognition or understanding of scenes G06V20/00)}')]
337	H04N1/00355	{Mark-sheet input (sensing record carriers G06K7/00; character recognition G06V30/10; document-oriented image-based pattern recognition G06V30/40)}	H	04	N	1	00355	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N1/00', 'Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof'), ('H04N1/0035', '{User-machine interface; Control console (input or output arrangements for computers G06F3/00)}'), ('H04N1/00355', '{Mark-sheet input (sensing record carriers G06K7/00; character recognition G06V30/10; document-oriented image-based pattern recognition G06V30/40)}')]
338	H04N1/00843	{based on recognising a copy prohibited original, e.g. a banknote (pattern authentication and markers therefor, forgery detection G06V20/95; character recognition G06V30/10; document-oriented image-based pattern recognition G06V30/40; testing paper currency or similar valuable papers for genuineness G07D7/00)}	H	04	N	1	00843	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N1/00', 'Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof'), ('H04N1/0084', '{Determining the necessity for prevention}'), ('H04N1/00843', '{based on recognising a copy prohibited original, e.g. a banknote (pattern authentication and markers therefor, forgery detection G06V20/95; character recognition G06V30/10; document-oriented image-based pattern recognition G06V30/40; testing paper currency or similar valuable papers for genuineness G07D7/00)}')]
339	H04N3/155	{Control of the image-sensor operation, e.g. image processing within the image-sensor}	H	04	N	3	155	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N3/15', '{for picture signal generation}'), ('H04N3/155', '{Control of the image-sensor operation, e.g. image processing within the image-sensor}')]
340	H04N2013/0092	{Image segmentation from stereoscopic image signals}	H	04	N	2013	0092	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N2013/0092', '{Image segmentation from stereoscopic image signals}')]
341	H04N19/19	using optimisation based on Lagrange multipliers	H	04	N	19	19	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N19/19', 'using optimisation based on Lagrange multipliers')]
342	H04N21/4663	{involving probabilistic networks, e.g. Bayesian networks}	H	04	N	21	4663	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N21/466', 'Learning process for intelligent management, e.g. learning user preferences for recommending movies {(services using the results of monitoring in broadcast systems H04H60/61)}'), ('H04N21/4663', '{involving probabilistic networks, e.g. Bayesian networks}')]
343	H04N21/4665	{involving classification methods, e.g. Decision trees}	H	04	N	21	4665	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N21/466', 'Learning process for intelligent management, e.g. learning user preferences for recommending movies {(services using the results of monitoring in broadcast systems H04H60/61)}'), ('H04N21/4665', '{involving classification methods, e.g. Decision trees}')]
344	H04N21/4666	{using neural networks, e.g. processing the feedback provided by the user}	H	04	N	21	4666	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04N', 'PICTORIAL COMMUNICATION, e.g. TELEVISION'), ('H04N21/466', 'Learning process for intelligent management, e.g. learning user preferences for recommending movies {(services using the results of monitoring in broadcast systems H04H60/61)}'), ('H04N21/4666', '{using neural networks, e.g. processing the feedback provided by the user}')]
345	H04Q2213/054	Expert systems, e.g. neural networks	H	04	Q	2213	054	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04Q', 'SELECTING (switches, relays, selectors H01H; wireless communication networks H04W)'), ('H04Q2213/05', 'Software aspects'), ('H04Q2213/054', 'Expert systems, e.g. neural networks')]
346	H04Q2213/13054	Expert system	H	04	Q	2213	13054	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04Q', 'SELECTING (switches, relays, selectors H01H; wireless communication networks H04W)'), ('H04Q2213/13', 'Charging'), ('H04Q2213/1305', 'Software aspects'), ('H04Q2213/13054', 'Expert system')]
347	H04Q2213/13343	Neural networks	H	04	Q	2213	13343	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04Q', 'SELECTING (switches, relays, selectors H01H; wireless communication networks H04W)'), ('H04Q2213/13', 'Charging'), ('H04Q2213/133', 'Multiple-time-metering'), ('H04Q2213/1334', 'Configuration within the switch'), ('H04Q2213/13343', 'Neural networks')]
348	H04Q2213/343	Neural network	H	04	Q	2213	343	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04Q', 'SELECTING (switches, relays, selectors H01H; wireless communication networks H04W)'), ('H04Q2213/34', 'General scheme; Position of components in an exchange'), ('H04Q2213/343', 'Neural network')]
349	H04Q2213/349	Network management; Expert system	H	04	Q	2213	349	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04Q', 'SELECTING (switches, relays, selectors H01H; wireless communication networks H04W)'), ('H04Q2213/34', 'General scheme; Position of components in an exchange'), ('H04Q2213/349', 'Network management; Expert system')]
350	H04R25/507	{implemented by neural network or fuzzy logic}	H	04	R	25	507	2023	[('H', 'ELECTRICITY'), ('H04', 'ELECTRIC COMMUNICATION TECHNIQUE'), ('H04R', 'LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS (generating mechanical vibrations in general B06B; transducers for measuring particular variables G01; transducers in clocks G04; producing sounds with frequency not determined by supply frequency G10K; transducers in recording or reproducing heads G11B; transducers in motors H02)'), ('H04R25/50', '{Customised settings for obtaining desired overall acoustical characteristics}'), ('H04R25/507', '{implemented by neural network or fuzzy logic}')]
351	Y02B70/30	Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level	Y	02	B	70	30	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y02', 'TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE'), ('Y02B', 'CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS'), ('Y02B70/30', 'Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level')]
352	Y02B90/20	Smart grids as enabling technology in buildings sector (smart grids supporting the management or operation of end-user stationary applications in general, or like technologies with no associated climate change mitigation effect Y04S20/00)	Y	02	B	90	20	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y02', 'TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE'), ('Y02B', 'CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS'), ('Y02B90/20', 'Smart grids as enabling technology in buildings sector (smart grids supporting the management or operation of end-user stationary applications in general, or like technologies with no associated climate change mitigation effect Y04S20/00)')]
353	Y02E40/70	Smart grids as climate change mitigation technology in the energy generation sector	Y	02	E	40	70	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y02', 'TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE'), ('Y02E', 'REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION'), ('Y02E40/70', 'Smart grids as climate change mitigation technology in the energy generation sector')]
354	Y04S	SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS	Y	04	S			2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y04', 'INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS'), ('Y04S', 'SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS')]
355	Y10S128/924	using artificial intelligence	Y	10	S	128	924	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC'), ('Y10S', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10S128/92', 'Computer assisted medical diagnostics'), ('Y10S128/924', 'using artificial intelligence')]
356	Y10S128/925	Neural network	Y	10	S	128	925	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC'), ('Y10S', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10S128/92', 'Computer assisted medical diagnostics'), ('Y10S128/925', 'Neural network')]
357	Y10S323/909	Remote sensing	Y	10	S	323	909	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC'), ('Y10S', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10S323/909', 'Remote sensing')]
358	Y10S706/00	Data processing: artificial intelligence	Y	10	S	706	00	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC'), ('Y10S', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10S706/00', 'Data processing: artificial intelligence')]
359	Y10S706/90	Fuzzy logic	Y	10	S	706	90	2023	[('Y', 'GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC'), ('Y10S', 'TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS'), ('Y10S706/90', 'Fuzzy logic')]

204 KiB (Stored with Git LFS) Raw Blame History

204 KiB (Stored with Git LFS)

Raw Blame History