Class G06N : COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
Subclass 3/06: Computer systems based on biological models (analogue computers simulating functional aspects of living beings G06G 7/6) using neural network models (for adaptive control G05B 13/00; for image pattern matching G06K 9/00; for image data processing G06T 1/4; for phonetic pattern matching G10L 15/16) Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
| Patent # | Title | Filing Date | Issue Date | Patent Owner |
|---|---|---|---|---|
| 12265905 | Computation of neural network node with large input values | Nov 09, 22 | Apr 01, 25 | Amazon Technologies Inc. |
| 12266152 | Method and system of designing memristor-based naive Bayes classifier and classifier | May 07, 21 | Apr 01, 25 | Huazhong University of Science and Technology |
| 12254398 | Sparse machine learning acceleration | Mar 30, 21 | Mar 18, 25 | Amazon Technologies Inc. |
| 12248859 | Integrated circuit defect diagnosis using machine learning | Aug 06, 20 | Mar 11, 25 | Carnegie Mellon University |
| 12248866 | Method and apparatus for reducing computational complexity of convolutional neural networks | Sep 13, 21 | Mar 11, 25 | Samsung Electronics Co., Ltd. |
| 12248868 | Neural processing device and operation method of the neural processing device | Jul 15, 21 | Mar 11, 25 | Samsung Electronics Co., Ltd. |
| 12234128 | Vacuum extraction for material sorting applications | May 26, 23 | Feb 25, 25 | AMP Robotics Corporation |
| 12237011 | Read and programming decoding system for analog neural memory | Jun 29, 22 | Feb 25, 25 | Silicon Storage Technology, Inc. |
| 12230309 | Dual-precision analog memory cell and array | Dec 04, 23 | Feb 18, 25 | Hefei Reliance Memory Limited |
| 12217148 | Presentation module for webinterface production and deployment system | Jul 12, 22 | Feb 04, 25 | Evolv Technology Solutions, Inc. |
| 12217162 | Integrated circuit chip apparatus | Dec 20, 22 | Feb 04, 25 | CAMBRICON TECHNOLOGIES CORPORATION LIMITED |
| 12217164 | Neural network and its information processing method, information processing system | Feb 24, 18 | Feb 04, 25 | 501 Tsinghua University |
| 12210917 | Systems and methods for quickly searching datasets by indexing synthetic data generating models | Aug 06, 21 | Jan 28, 25 | CAPITAL ONE SERVICES, LLC |
| 12210967 | Cognitive computing methods and systems based on biological neural networks | Sep 08, 19 | Jan 28, 25 | ALPVISION SA |
| 12205007 | Methods, systems, articles of manufacture, and apparatus to optimize layers of a machine learning model for a target hardware platform | Jun 26, 20 | Jan 21, 25 | Intel Corp. |
| 12190230 | Computation of neural network node by neural network inference circuit | Nov 07, 22 | Jan 07, 25 | Amazon Technologies Inc. |
| 12175308 | System, method, and computer-accessible medium for evaluating multi-dimensional synthetic data using integrated variants analysis | Jan 03, 24 | Dec 24, 24 | CAPITAL ONE SERVICES, LLC |
| 12165039 | Neural network quantization data processing method, device, computer equipment and storage medium | Aug 20, 20 | Dec 10, 24 | Anhui Cambricon Information Technology Co., Ltd. |
| 12165048 | Neural network crossbar stack | May 23, 22 | Dec 10, 24 | Google LLC |
| 12159220 | Switched artificial synapse | May 13, 19 | Dec 03, 24 | Universite de Lille 2; CENTRE LILLIE INSTITUT; VILLENEUVE D'ASCQ; Centre National De La Recherche Scientifique (CNRS); YNCREA HAUTS DE FRANCE; |
| Publication # | Title | Filing Date | Pub Date | Patent Owner |
|---|---|---|---|---|
| 2025/0117,658 | COGNITIVE COMPUTING METHODS AND SYSTEMS BASED ON BIOLOGICAL NEURAL NETWORKS | Dec 17, 24 | Apr 10, 25 | FinalSpark SARL |
| 2024/0419,969 | INFERENCE METHOD AND DEVICE USING SPIKING NEURAL NETWORK | Sep 03, 24 | Dec 19, 24 | Samsung Electronics Co., Ltd. |
| 2024/0411,619 | SYSTEMS AND METHODS FOR MOTION CORRECTION IN SYNTHETIC IMAGES | Jul 03, 24 | Dec 12, 24 | CAPITAL ONE SERVICES, LLC |
| 2024/0397,153 | METHODS, SYSTEMS, AND APPARATUSES FOR DETERMINING VIEWERSHIP | Dec 22, 23 | Nov 28, 24 | Not available |
| 2024/0385,927 | DATA CHARACTERISTIC-BASED ERROR CORRECTION SYSTEMS AND METHODS | May 16, 24 | Nov 21, 24 | Micron Technology Inc. |
| 2024/0386,258 | NEURONAL CELL CULTURES AS COMPUTE SUBSTRATES | Sep 12, 23 | Nov 21, 24 | Not available |
| 2024/0378,189 | Methods For Self-Aware, Self-Healing, And Self-Defending Data | Jul 19, 24 | Nov 14, 24 | Not available |
| 2024/0370,435 | SYSTEM AND METHOD FOR APPROXIMATING QUERY RESULTS USING LOCAL AND REMOTE NEURAL NETWORKS | Jul 15, 24 | Nov 07, 24 | Sisense Ltd. |
| 2024/0365,108 | MACHINE LEARNING FEATURE GROUP FOR USER EQUIPMENT CAPABILITY | Sep 03, 21 | Oct 31, 24 | Not available |
| 2024/0350,800 | LOW-POWER STRETCHABLE NEUROMORPHIC NERVE DEVICE WITH PROPRIOCEPTIVE FEEDBACK | Apr 20, 23 | Oct 24, 24 | Seoul National University R&DB Foundation; The Board of Trustees of the Leland Stanford Junior University; |
| 2024/0324,942 | SENSING SYSTEM WITH FEATURES FOR DETERMINING AND PREDICTING BRAIN AGE AND OTHER ELECTROPHYSIOLOGICAL METRICS OF A SUBJECT | Jun 13, 24 | Oct 03, 24 | Not available |
| 2024/0331,759 | MEMORY WITH ARTIFICIAL INTELLIGENCE MODE | Mar 04, 24 | Oct 03, 24 | Not available |
| 2024/0320,466 | Systems and Methods for Generating Motion Forecast Data for Actors with Respect to an Autonomous Vehicle and Training a Machine Learned Model for the Same | May 06, 24 | Sep 26, 24 | Not available |
| 2024/0321,999 | FERROELECTRIC FIELD MODULATED POSITIVE AND NEGATIVE PHOTO-RESPONSE DETECTOR, PREPARATION METHOD AND APPLICATION THEREOF | Jul 08, 22 | Sep 26, 24 | Fudan University |
| 2024/0296,318 | NEUROMONITORING SYSTEMS | May 07, 24 | Sep 05, 24 | Not available |
| 2024/0289,601 | Bio-Organic Artificial Neural Network System And Method | Feb 28, 24 | Aug 29, 24 | Not available |
| 2024/0252,726 | Engineered Neural Networks in Tailored Hydrogel Sheaths and Methods for Manufacturing the Same | May 18, 22 | Aug 01, 24 | Not available |
| 2024/0176,983 | Storage Network Processing System with System Registry File Verification | Feb 02, 24 | May 30, 24 | PURE STORAGE, INC. |
| 2024/0152,741 | INTEGRATED CIRCUIT CHIP APPARATUS | Jan 04, 24 | May 09, 24 | CAMBRICON TECHNOLOGIES CORPORATION LIMITED |
| 2024/0054,029 | SYSTEMS AND METHODS TO IDENTIFY NEURAL NETWORK BRITTLENESS BASED ON SAMPLE DATA AND SEED GENERATION | Oct 26, 23 | Feb 15, 24 | CAPITAL ONE SERVICES, LLC |
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