BR112023017266A2 - Técnicas de codificação para arquiteturas de rede neural - Google Patents
Técnicas de codificação para arquiteturas de rede neuralInfo
- Publication number
- BR112023017266A2 BR112023017266A2 BR112023017266A BR112023017266A BR112023017266A2 BR 112023017266 A2 BR112023017266 A2 BR 112023017266A2 BR 112023017266 A BR112023017266 A BR 112023017266A BR 112023017266 A BR112023017266 A BR 112023017266A BR 112023017266 A2 BR112023017266 A2 BR 112023017266A2
- Authority
- BR
- Brazil
- Prior art keywords
- data set
- coding
- neural network
- network architectures
- encode
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/06—Optimizing the usage of the radio link, e.g. header compression, information sizing, discarding information
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
- G06N3/0455—Auto-encoder networks; Encoder-decoder networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0495—Quantised networks; Sparse networks; Compressed networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T9/00—Image coding
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T9/00—Image coding
- G06T9/002—Image coding using neural networks
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L69/00—Network arrangements, protocols or services independent of the application payload and not provided for in the other groups of this subclass
- H04L69/04—Protocols for data compression, e.g. ROHC
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/20—Control channels or signalling for resource management
- H04W72/23—Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/048—Activation functions
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Multimedia (AREA)
- Computer Security & Cryptography (AREA)
- Compression, Expansion, Code Conversion, And Decoders (AREA)
- Mobile Radio Communication Systems (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US17/194,077 US12361277B2 (en) | 2021-03-05 | 2021-03-05 | Encoding techniques for neural network architectures |
| PCT/US2022/015285 WO2022186947A1 (en) | 2021-03-05 | 2022-02-04 | Encoding techniques for neural network architectures |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| BR112023017266A2 true BR112023017266A2 (pt) | 2023-09-26 |
Family
ID=80445982
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| BR112023017266A BR112023017266A2 (pt) | 2021-03-05 | 2022-02-04 | Técnicas de codificação para arquiteturas de rede neural |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US12361277B2 (https=) |
| EP (1) | EP4302232A1 (https=) |
| JP (1) | JP2024509502A (https=) |
| KR (1) | KR20230154014A (https=) |
| CN (1) | CN116917902A (https=) |
| BR (1) | BR112023017266A2 (https=) |
| TW (1) | TW202239152A (https=) |
| WO (1) | WO2022186947A1 (https=) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2022040661A1 (en) * | 2020-08-18 | 2022-02-24 | Qualcomm Incorporated | Reporting weight updates to a neural network for generating channel state information feedback |
| FI20206314A1 (en) * | 2020-12-16 | 2022-06-17 | Nokia Technologies Oy | ESTIMATION OF DELAY SPREAD AND DOPPLER SPREAD |
| EP4304095A1 (en) * | 2022-07-05 | 2024-01-10 | The Boeing Company | Compression and distribution of meteorological data using machine learning |
| WO2024065296A1 (zh) * | 2022-09-28 | 2024-04-04 | 华为技术有限公司 | 数据传输方法及装置 |
| CN116155453B (zh) * | 2023-04-23 | 2023-07-07 | 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) | 一种面向动态信噪比的译码方法及相关设备 |
| WO2025091206A1 (en) * | 2023-10-31 | 2025-05-08 | Qualcomm Incorporated | Configuration of entropy coding for channel state feedback |
| CN120201092A (zh) * | 2023-12-21 | 2025-06-24 | 华为技术有限公司 | 数据压缩的方法和装置 |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6919825B2 (en) * | 2003-09-25 | 2005-07-19 | Peerless Systems Corporation | Split runlength encoding method and apparatus |
| EP3564864A4 (en) | 2016-12-30 | 2020-04-15 | Shanghai Cambricon Information Technology Co., Ltd | DEVICES FOR COMPRESSION / DECOMPRESSION, SYSTEM, CHIP AND ELECTRONIC DEVICE |
| CN117676138A (zh) * | 2017-12-06 | 2024-03-08 | V-诺瓦国际有限公司 | 编码信号的方法、编码器、解码数据流的方法以及解码器 |
| US11257254B2 (en) | 2018-07-20 | 2022-02-22 | Google Llc | Data compression using conditional entropy models |
| WO2020068498A1 (en) | 2018-09-27 | 2020-04-02 | Google Llc | Data compression using integer neural networks |
-
2021
- 2021-03-05 US US17/194,077 patent/US12361277B2/en active Active
-
2022
- 2022-02-04 BR BR112023017266A patent/BR112023017266A2/pt unknown
- 2022-02-04 JP JP2023544730A patent/JP2024509502A/ja active Pending
- 2022-02-04 CN CN202280017590.1A patent/CN116917902A/zh active Pending
- 2022-02-04 EP EP22705667.8A patent/EP4302232A1/en active Pending
- 2022-02-04 KR KR1020237029435A patent/KR20230154014A/ko active Pending
- 2022-02-04 WO PCT/US2022/015285 patent/WO2022186947A1/en not_active Ceased
- 2022-02-07 TW TW111104256A patent/TW202239152A/zh unknown
Also Published As
| Publication number | Publication date |
|---|---|
| TW202239152A (zh) | 2022-10-01 |
| US20220284282A1 (en) | 2022-09-08 |
| JP2024509502A (ja) | 2024-03-04 |
| KR20230154014A (ko) | 2023-11-07 |
| CN116917902A (zh) | 2023-10-20 |
| WO2022186947A1 (en) | 2022-09-09 |
| EP4302232A1 (en) | 2024-01-10 |
| US12361277B2 (en) | 2025-07-15 |
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