G06N 3/0495
Quantised networks
Official title: Quantised networks; Sparse networks; Compressed networks
G06N3/0495 (Quantised networks) appears on 4,058 US grants and 6,179 published applications in this corpus.
Search patents in G06N- Granted patents
- 4,058
- Published applications
- 6,179
- Assignees
- 1,196
- Inventors
- 10,547
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1990 | 2 | 0 |
| 1991 | 5 | 0 |
| 1992 | 5 | 0 |
| 1993 | 7 | 0 |
| 1994 | 6 | 0 |
| 1995 | 6 | 0 |
| 1996 | 12 | 0 |
| 1997 | 4 | 0 |
| 1998 | 6 | 0 |
| 1999 | 2 | 0 |
| 2000 | 3 | 0 |
| 2001 | 2 | 0 |
| 2002 | 4 | 1 |
| 2003 | 1 | 1 |
| 2004 | 0 | 3 |
| 2005 | 1 | 0 |
| 2006 | 1 | 3 |
| 2007 | 0 | 4 |
| 2008 | 4 | 4 |
| 2009 | 2 | 6 |
| 2010 | 2 | 10 |
| 2011 | 6 | 5 |
| 2012 | 10 | 9 |
| 2013 | 8 | 13 |
| 2014 | 10 | 28 |
| 2015 | 27 | 44 |
| 2016 | 34 | 69 |
| 2017 | 29 | 93 |
| 2018 | 44 | 322 |
| 2019 | 162 | 513 |
| 2020 | 296 | 829 |
| 2021 | 371 | 970 |
| 2022 | 610 | 1051 |
| 2023 | 850 | 771 |
| 2024 | 644 | 493 |
| 2025 | 555 | 472 |
| 2026 | 327 | 465 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- Data processing method, apparatus, and device, and computer-readable storage medium6 Oct 2026US 12,755,150 B2Tencent Cloud Computing (Beijing) Co., Ltd.
- Method and system for a temperature-resilient neural network training model6 Oct 2026US 12,755,152 B2Arizona Board of Regents on behalf of Arizona State University
- Apparatus and method with neural network operation29 Sep 2026US 12,748,569 B2Samsung Electronics Co., Ltd.
- Compression of word embeddings for natural language processing systems29 Sep 2026US 12,748,932 B2Microsoft Technology Licensing, LLC
- Methods and apparatuses for training a neural network29 Sep 2026US 12,748,967 B2Telefonaktiebolaget LM Ericsson (publ)
- Sparsified Training of Convolutional Neural Networks8 Oct 2026US 2026/0310940 A1Texas Instruments Incorporated
- Generative neural networks with compressive attention layers8 Oct 2026US 2026/0310945 A1Google Inc.
- On-device cnn model for predicting spatial complexity of video frames8 Oct 2026US 2026/0311311 A1Samsung Electronics Co., Ltd.
- Differential quantization of a neural network based on svd information ranking1 Oct 2026US 2026/0300700 A1
- Intra-layer mixed precision quantization for neural networks1 Oct 2026US 2026/0300701 A1Amazon Technologies, Inc.
Most cited
By later US patents
- Cellular system380US 10,812,992 B12020
- Sparse convolutional neural network accelerator339US 10,891,538 B2NVIDIA Corporation · 2021
- Sparse convolutional neural network accelerator319US 10,528,864 B2NVIDIA Corporation · 2020
- Sparse convolutional neural network accelerator312US 10,860,922 B2NVIDIA Corporation · 2020
- Neural network system for gesture, wear, activity, or carry detection on a wearable or mobile device259US 10,996,846 B2Snap Inc. · 2021