JP7586079B2 - 情報処理方法、情報処理装置、およびプログラム - Google Patents
情報処理方法、情報処理装置、およびプログラム Download PDFInfo
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- JP7586079B2 JP7586079B2 JP2021533930A JP2021533930A JP7586079B2 JP 7586079 B2 JP7586079 B2 JP 7586079B2 JP 2021533930 A JP2021533930 A JP 2021533930A JP 2021533930 A JP2021533930 A JP 2021533930A JP 7586079 B2 JP7586079 B2 JP 7586079B2
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- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
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- G06N3/105—Shells for specifying net layout
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
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- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24143—Distances to neighbourhood prototypes, e.g. restricted Coulomb energy networks [RCEN]
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- G06F18/40—Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0482—Interaction with lists of selectable items, e.g. menus
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- G06N3/044—Recurrent networks, e.g. Hopfield networks
- G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
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- G06N3/0455—Auto-encoder networks; Encoder-decoder networks
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- G06N3/0464—Convolutional networks [CNN, ConvNet]
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- G06N3/0495—Quantised networks; Sparse networks; Compressed networks
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- G06N3/08—Learning methods
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
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- G06N3/08—Learning methods
- G06N3/092—Reinforcement learning
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- G—PHYSICS
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- G06N3/00—Computing arrangements based on biological models
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- G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
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- G—PHYSICS
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- 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
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
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- G06N3/086—Learning methods using evolutionary algorithms, e.g. genetic algorithms or genetic programming
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- Health & Medical Sciences (AREA)
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- Computing Systems (AREA)
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- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2019134599 | 2019-07-22 | ||
| JP2019134599 | 2019-07-22 | ||
| PCT/JP2020/026866 WO2021014986A1 (ja) | 2019-07-22 | 2020-07-09 | 情報処理方法、情報処理装置、およびプログラム |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPWO2021014986A1 JPWO2021014986A1 (https=) | 2021-01-28 |
| JP7586079B2 true JP7586079B2 (ja) | 2024-11-19 |
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021533930A Active JP7586079B2 (ja) | 2019-07-22 | 2020-07-09 | 情報処理方法、情報処理装置、およびプログラム |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20220318563A1 (https=) |
| JP (1) | JP7586079B2 (https=) |
| CN (1) | CN114080612A (https=) |
| WO (1) | WO2021014986A1 (https=) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12614069B2 (en) * | 2021-04-19 | 2026-04-28 | Samsung Electronics Co., Ltd. | Method of optimizing neural network model that is pre-trained, method of providing a graphical user interface related to optimizing neural network model, and neural network model processing system performing the same |
| CN113902094A (zh) * | 2021-09-16 | 2022-01-07 | 昆明理工大学 | 面向语言模型的双单元搜索空间的结构搜索方法 |
| CN113988267B (zh) * | 2021-11-03 | 2025-06-10 | 携程旅游信息技术(上海)有限公司 | 用户意图识别模型的生成方法、用户意图识别方法和设备 |
| KR102543706B1 (ko) * | 2022-02-10 | 2023-06-15 | 주식회사 노타 | 신경망 모델을 제공하는 방법 및 이를 수행하는 장치 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2017154284A1 (ja) | 2016-03-09 | 2017-09-14 | ソニー株式会社 | 情報処理方法および情報処理装置 |
| WO2019035364A1 (ja) | 2017-08-16 | 2019-02-21 | ソニー株式会社 | プログラム、情報処理方法、および情報処理装置 |
| US10229356B1 (en) | 2014-12-23 | 2019-03-12 | Amazon Technologies, Inc. | Error tolerant neural network model compression |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP4045525B2 (ja) * | 2000-05-31 | 2008-02-13 | 富士フイルム株式会社 | 画質選択方法及びデジタルカメラ |
| JP3916124B2 (ja) * | 2001-02-15 | 2007-05-16 | インターナショナル・ビジネス・マシーンズ・コーポレーション | デジタル文書閲覧システム、ブラウザ、デジタル文書表示方法、プログラム及び記憶媒体 |
| JP6603182B2 (ja) * | 2016-07-22 | 2019-11-06 | ファナック株式会社 | 機械学習モデル構築装置、数値制御装置、機械学習モデル構築方法、機械学習モデル構築プログラム、及び記録媒体 |
| US11263540B2 (en) * | 2018-05-07 | 2022-03-01 | Apple Inc. | Model selection interface |
| US11966837B2 (en) * | 2019-03-13 | 2024-04-23 | International Business Machines Corporation | Compression of deep neural networks |
-
2020
- 2020-07-09 JP JP2021533930A patent/JP7586079B2/ja active Active
- 2020-07-09 WO PCT/JP2020/026866 patent/WO2021014986A1/ja not_active Ceased
- 2020-07-09 CN CN202080049125.7A patent/CN114080612A/zh not_active Withdrawn
- 2020-07-09 US US17/597,585 patent/US20220318563A1/en not_active Abandoned
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10229356B1 (en) | 2014-12-23 | 2019-03-12 | Amazon Technologies, Inc. | Error tolerant neural network model compression |
| WO2017154284A1 (ja) | 2016-03-09 | 2017-09-14 | ソニー株式会社 | 情報処理方法および情報処理装置 |
| WO2019035364A1 (ja) | 2017-08-16 | 2019-02-21 | ソニー株式会社 | プログラム、情報処理方法、および情報処理装置 |
Non-Patent Citations (2)
| Title |
|---|
| GARG, Utsav et al.,"Fabrik: An Online Collaborative Neural Network Editor",arXiv.org [online],arXiv:1810.11649v1,米国,Cornell University,2018年,pp.1-12,[検索日 2020.10.05], インターネット:<https://arxiv.org/pdf/1810.11649v1> |
| WISTUBA, Martin et al.,"A Survey on Neural Architecture Search",arXiv.org [online],arXiv:1905.01392v2,米国,Cornell University,2019年06月,pp.1-53,[検索日 2020.10.05], インターネット:<https://arxiv.org/pdf/1905.01392v2> |
Also Published As
| Publication number | Publication date |
|---|---|
| US20220318563A1 (en) | 2022-10-06 |
| CN114080612A (zh) | 2022-02-22 |
| WO2021014986A1 (ja) | 2021-01-28 |
| JPWO2021014986A1 (https=) | 2021-01-28 |
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