G06N 3/042
Knowledge-based neural networks
Official title: Knowledge-based neural networks; Logical representations of neural networks
G06N3/042 (Knowledge-based neural networks) appears on 2,123 US grants and 3,642 published applications in this corpus.
Search patents in G06N- Granted patents
- 2,123
- Published applications
- 3,642
- Assignees
- 1,021
- Inventors
- 8,072
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1988 | 2 | 0 |
| 1989 | 2 | 0 |
| 1990 | 1 | 0 |
| 1991 | 3 | 0 |
| 1992 | 2 | 0 |
| 1993 | 6 | 0 |
| 1994 | 2 | 0 |
| 1995 | 11 | 0 |
| 1996 | 2 | 0 |
| 1997 | 5 | 0 |
| 1998 | 8 | 0 |
| 1999 | 3 | 0 |
| 2000 | 2 | 0 |
| 2001 | 1 | 1 |
| 2002 | 3 | 2 |
| 2003 | 3 | 3 |
| 2004 | 0 | 4 |
| 2005 | 0 | 2 |
| 2006 | 1 | 1 |
| 2007 | 4 | 4 |
| 2008 | 2 | 4 |
| 2009 | 2 | 6 |
| 2010 | 2 | 4 |
| 2011 | 3 | 5 |
| 2012 | 6 | 5 |
| 2013 | 9 | 14 |
| 2014 | 7 | 12 |
| 2015 | 13 | 16 |
| 2016 | 19 | 26 |
| 2017 | 15 | 58 |
| 2018 | 24 | 103 |
| 2019 | 84 | 293 |
| 2020 | 139 | 441 |
| 2021 | 205 | 383 |
| 2022 | 250 | 365 |
| 2023 | 373 | 428 |
| 2024 | 311 | 404 |
| 2025 | 370 | 444 |
| 2026 | 228 | 614 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- Trustworthy framework for quality assessment and alignment of generative processes6 Oct 2026US 12,754,908 B2Dell Products L. P.
- Generative-discriminative ensemble method for predicting lifetime value6 Oct 2026US 12,755,157 B2Amperity, Inc.
- Method, system, and computer program product for efficient content- based time series retrieval29 Sep 2026US 12,748,946 B2Visa International Service Association
- Systems and methods for intelligently folding normalization and weight parameters during a training of an artificial neural network29 Sep 2026US 12,748,947 B1Mythic, Inc.
- Generating a unifiled knowledge graph from multimodal data sources using collaborative multi-agent large language models22 Sep 2026US 12,743,426 B2Tata Consultancy Services Limited
- Method for generating data based on large model, electronic device and storage medium8 Oct 2026US 2026/0310932 A1Beijing Baidu Netcom Science Technology Co., Ltd.
- Runtime control of internal activation pathways in artificial neural networks8 Oct 2026US 2026/0310948 A1
- Knowledge transfer between language models8 Oct 2026US 2026/0310984 A1Raytheon Company
- Dynamic risk profiling using graph-based digital twin network and generative artificial intelligence for agricultural insurance8 Oct 2026US 2026/0311262 A1Tata Consultancy Services Limited
- Systems, methods, kits, and apparatuses for generative artificial intelligence, graphical neural networks, transformer models, and converging technology stacks in value chain networks1 Oct 2026US 2026/0300681 A1
Most cited
By later US patents
- Sparse convolutional neural network accelerator339US 10,891,538 B2NVIDIA Corporation · 2021
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization324US 11,395,149 B2Digital Global Systems, Inc. · 2022
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization323US 11,272,372 B2Digital Global Systems, Inc. · 2022
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization320US 11,190,946 B1Digital Global Systems, Inc. · 2021
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization319US 11,277,750 B2Digital Global Systems, Inc. · 2022