G06N 3/0455
Auto-encoder networks
Official title: Auto-encoder networks; Encoder-decoder networks
G06N3/0455 (Auto-encoder networks) appears on 7,604 US grants and 13,127 published applications in this corpus.
Search patents in G06N- Granted patents
- 7,604
- Published applications
- 13,127
- Assignees
- 2,584
- Inventors
- 27,498
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1990 | 2 | 0 |
| 1991 | 1 | 0 |
| 1992 | 2 | 0 |
| 1993 | 2 | 0 |
| 1994 | 0 | 0 |
| 1995 | 0 | 0 |
| 1996 | 1 | 0 |
| 1997 | 1 | 0 |
| 1998 | 5 | 0 |
| 1999 | 0 | 0 |
| 2000 | 1 | 0 |
| 2001 | 2 | 0 |
| 2002 | 1 | 0 |
| 2003 | 1 | 1 |
| 2004 | 0 | 1 |
| 2005 | 1 | 0 |
| 2006 | 0 | 1 |
| 2007 | 1 | 1 |
| 2008 | 0 | 0 |
| 2009 | 0 | 0 |
| 2010 | 1 | 0 |
| 2011 | 0 | 1 |
| 2012 | 0 | 0 |
| 2013 | 2 | 2 |
| 2014 | 1 | 7 |
| 2015 | 3 | 13 |
| 2016 | 8 | 31 |
| 2017 | 16 | 69 |
| 2018 | 47 | 281 |
| 2019 | 208 | 638 |
| 2020 | 486 | 1299 |
| 2021 | 686 | 1685 |
| 2022 | 1112 | 2001 |
| 2023 | 1403 | 1788 |
| 2024 | 1413 | 1534 |
| 2025 | 1344 | 1564 |
| 2026 | 853 | 2210 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- System and method for network transaction facilitator support within a website building system6 Oct 2026US 12,754,967 B2Wix com Ltd
- Multi-turn dialogue response generation with template generation6 Oct 2026US 12,755,101 B2Capital One Services, LLC
- Graphically altering digital media by embedding virtual objects using artificial intelligence6 Oct 2026US 12,755,349 B1Wear It AI, Inc.
- Processing system, and processing method6 Oct 2026US 12,756,752 B2NTT, Inc.
- Modular autoencoder model for manufacturing process parameter estimation29 Sep 2026US 12,748,056 B2ASML Netherlands B. V.
- Underwater dam defect detection method, system, and storage medium8 Oct 2026US 2026/0308858 A1Hohai University
- Corrosion Type Identification in Flanged Joints Using a Novel Recurrent Neural Network Technique Applied to Electrochemical Noise Measurements8 Oct 2026US 2026/0309616 A1Ecole De Technologie Superieure
- Font style migration network training method and apparatus, device, and storage medium8 Oct 2026US 2026/0310876 A1Boe Technology Group Co., Ltd.
- Parallel processing for fine-tuned model generative response models and the memory management thereof8 Oct 2026US 2026/0310938 A1OpenAI OpCo, LLC
- System and Method for a Large Codeword Model for Deep Learning8 Oct 2026US 2026/0310985 A1Atombeam Technologies Inc.
Most cited
By later US patents
- Updating natural language interfaces by processing usage data816US 10,210,244 B1Asapp, Inc. · 2019
- Adaptive channel coding using machine-learned models369US 10,552,738 B2Google Inc. · 2020
- Learning approximate estimation networks for communication channel state information368US 11,334,807 B1Virginia Tech Intellectual Properties, Inc. · 2022
- Processing of communications signals using machine learning352US 11,032,014 B2Virginia Tech Intellectual Properties, Inc. · 2021
- Intelligent control with hierarchical stacked neural networks273US 9,015,093 B12015