SG11201911600VA - Data processing device, data processing method, and compressed data - Google Patents
Data processing device, data processing method, and compressed dataInfo
- Publication number
- SG11201911600VA SG11201911600VA SG11201911600VA SG11201911600VA SG11201911600VA SG 11201911600V A SG11201911600V A SG 11201911600VA SG 11201911600V A SG11201911600V A SG 11201911600VA SG 11201911600V A SG11201911600V A SG 11201911600VA SG 11201911600V A SG11201911600V A SG 11201911600VA
- Authority
- SG
- Singapore
- Prior art keywords
- data processing
- data
- processing device
- processing method
- compressed
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M7/00—Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
- H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Health & Medical Sciences (AREA)
- Software Systems (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Molecular Biology (AREA)
- General Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- Neurology (AREA)
- Probability & Statistics with Applications (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Compression Or Coding Systems Of Tv Signals (AREA)
- Compression, Expansion, Code Conversion, And Decoders (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2017/024992 WO2019008752A1 (en) | 2017-07-07 | 2017-07-07 | Data processing device, data processing method, and compressed data |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11201911600VA true SG11201911600VA (en) | 2020-01-30 |
Family
ID=64950713
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11201911600VA SG11201911600VA (en) | 2017-07-07 | 2017-07-07 | Data processing device, data processing method, and compressed data |
Country Status (11)
| Country | Link |
|---|---|
| US (1) | US20200184318A1 (en) |
| EP (1) | EP3651069A4 (en) |
| JP (1) | JP6903132B2 (en) |
| KR (1) | KR102526818B1 (en) |
| CN (1) | CN110832507A (en) |
| BR (1) | BR112019027664B1 (en) |
| CA (1) | CA3066204C (en) |
| RU (1) | RU2747445C1 (en) |
| SG (1) | SG11201911600VA (en) |
| WO (1) | WO2019008752A1 (en) |
| ZA (1) | ZA201908272B (en) |
Families Citing this family (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11902369B2 (en) | 2018-02-09 | 2024-02-13 | Preferred Networks, Inc. | Autoencoder, data processing system, data processing method and non-transitory computer readable medium |
| KR102621118B1 (en) * | 2018-11-01 | 2024-01-04 | 삼성전자주식회사 | Encoding apparatus and method of image using quantization table adaptive to image |
| US11977388B2 (en) * | 2019-02-21 | 2024-05-07 | Nvidia Corporation | Quantizing autoencoders in a neural network |
| JP7313515B2 (en) * | 2019-02-28 | 2023-07-24 | 三菱電機株式会社 | DATA PROCESSING DEVICE, DATA PROCESSING SYSTEM AND DATA PROCESSING METHOD |
| CN113454654A (en) * | 2019-02-28 | 2021-09-28 | 三菱电机株式会社 | Data processing apparatus, data processing system, and data processing method |
| CN109903351B (en) * | 2019-03-02 | 2023-05-30 | 复旦大学 | Image compression method based on combination of convolutional neural network and traditional coding |
| JP7215242B2 (en) * | 2019-03-08 | 2023-01-31 | 富士フイルムビジネスイノベーション株式会社 | Image processing device and program |
| JP7345262B2 (en) * | 2019-03-11 | 2023-09-15 | キヤノン株式会社 | Data compression device, data processing device, data compression method, program, and trained model |
| JP6605170B1 (en) * | 2019-05-15 | 2019-11-13 | 株式会社小野測器 | Learning device and estimation device |
| US11166022B2 (en) * | 2019-06-04 | 2021-11-02 | Google Llc | Quantization constrained neural image coding |
| KR20200139909A (en) | 2019-06-05 | 2020-12-15 | 삼성전자주식회사 | Electronic apparatus and method of performing operations thereof |
| JP6651040B1 (en) * | 2019-08-20 | 2020-02-19 | 株式会社小野測器 | Knock determination device |
| CA3150069C (en) * | 2019-09-27 | 2024-04-09 | Akira Minezawa | Data processing device, data processing system, and data processing method |
| KR102384255B1 (en) * | 2020-01-20 | 2022-04-06 | 경희대학교 산학협력단 | Method and apparatus for processing weight of artificial neural network |
| WO2021225262A1 (en) * | 2020-05-07 | 2021-11-11 | Samsung Electronics Co., Ltd. | Neural architecture search based optimized dnn model generation for execution of tasks in electronic device |
| WO2022009433A1 (en) | 2020-07-10 | 2022-01-13 | 富士通株式会社 | Information processing device, information processing method, and information processing program |
| US11741712B2 (en) | 2020-09-28 | 2023-08-29 | Nec Corporation | Multi-hop transformer for spatio-temporal reasoning and localization |
| KR20220069653A (en) * | 2020-11-20 | 2022-05-27 | 한국전자기술연구원 | Learning method for ultra light-weight deep learning network |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| RU2530270C2 (en) * | 2012-10-23 | 2014-10-10 | Федеральное государственное автономное образовательное учреждение высшего профессионального образования "Национальный исследовательский ядерный университет "МИФИ" (НИЯУ МИФИ) | Virtual stream computer system based on information model of artificial neural network and neuron |
| US11049006B2 (en) * | 2014-09-12 | 2021-06-29 | Microsoft Technology Licensing, Llc | Computing system for training neural networks |
| US10417525B2 (en) * | 2014-09-22 | 2019-09-17 | Samsung Electronics Co., Ltd. | Object recognition with reduced neural network weight precision |
| US10262259B2 (en) * | 2015-05-08 | 2019-04-16 | Qualcomm Incorporated | Bit width selection for fixed point neural networks |
| US10373050B2 (en) * | 2015-05-08 | 2019-08-06 | Qualcomm Incorporated | Fixed point neural network based on floating point neural network quantization |
| CN106066783A (en) * | 2016-06-02 | 2016-11-02 | 华为技术有限公司 | The neutral net forward direction arithmetic hardware structure quantified based on power weight |
| KR101974261B1 (en) * | 2016-06-24 | 2019-04-30 | 한국과학기술원 | Encoding method and apparatus comprising convolutional neural network(cnn) based in-loop filter, and decoding method and apparatus comprising convolutional neural network(cnn) based in-loop filter |
| CN106529670B (en) * | 2016-10-27 | 2019-01-25 | 中国科学院计算技术研究所 | It is a kind of based on weight compression neural network processor, design method, chip |
| CN106485316B (en) * | 2016-10-31 | 2019-04-02 | 北京百度网讯科技有限公司 | Neural network model compression method and device |
| CN106557812A (en) * | 2016-11-21 | 2017-04-05 | 北京大学 | The compression of depth convolutional neural networks and speeding scheme based on dct transform |
-
2017
- 2017-07-07 US US16/625,093 patent/US20200184318A1/en not_active Abandoned
- 2017-07-07 CN CN201780092806.XA patent/CN110832507A/en active Pending
- 2017-07-07 SG SG11201911600VA patent/SG11201911600VA/en unknown
- 2017-07-07 KR KR1020197038494A patent/KR102526818B1/en active IP Right Grant
- 2017-07-07 EP EP17916616.0A patent/EP3651069A4/en active Pending
- 2017-07-07 RU RU2020104030A patent/RU2747445C1/en active
- 2017-07-07 BR BR112019027664-5A patent/BR112019027664B1/en active IP Right Grant
- 2017-07-07 JP JP2019528310A patent/JP6903132B2/en active Active
- 2017-07-07 CA CA3066204A patent/CA3066204C/en active Active
- 2017-07-07 WO PCT/JP2017/024992 patent/WO2019008752A1/en unknown
-
2019
- 2019-12-11 ZA ZA2019/08272A patent/ZA201908272B/en unknown
Also Published As
| Publication number | Publication date |
|---|---|
| CA3066204C (en) | 2022-04-26 |
| EP3651069A4 (en) | 2020-07-15 |
| RU2747445C1 (en) | 2021-05-05 |
| CA3066204A1 (en) | 2019-01-10 |
| WO2019008752A1 (en) | 2019-01-10 |
| ZA201908272B (en) | 2022-03-30 |
| US20200184318A1 (en) | 2020-06-11 |
| EP3651069A1 (en) | 2020-05-13 |
| JPWO2019008752A1 (en) | 2020-01-09 |
| JP6903132B2 (en) | 2021-07-14 |
| BR112019027664A2 (en) | 2020-07-07 |
| KR102526818B1 (en) | 2023-04-27 |
| BR112019027664B1 (en) | 2023-12-19 |
| KR20200013710A (en) | 2020-02-07 |
| CN110832507A (en) | 2020-02-21 |
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