CN110574024A - 信息处理设备和信息处理方法 - Google Patents

信息处理设备和信息处理方法 Download PDF

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Publication number
CN110574024A
CN110574024A CN201880026324.9A CN201880026324A CN110574024A CN 110574024 A CN110574024 A CN 110574024A CN 201880026324 A CN201880026324 A CN 201880026324A CN 110574024 A CN110574024 A CN 110574024A
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China
Prior art keywords
information processing
input values
information
weight
weight coefficients
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CN201880026324.9A
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English (en)
Chinese (zh)
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广井聪幸
山本真纪子
中村章
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Sony Corp
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Sony Corp
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Publication of CN110574024A publication Critical patent/CN110574024A/zh
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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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/11—Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • 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
    • 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
    • G06N3/0499—Feedforward 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
    • G06N3/08—Learning methods

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Algebra (AREA)
  • Operations Research (AREA)
  • Complex Calculations (AREA)
CN201880026324.9A 2017-04-28 2018-01-26 信息处理设备和信息处理方法 Pending CN110574024A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2017-089144 2017-04-28
JP2017089144 2017-04-28
PCT/JP2018/002404 WO2018198454A1 (ja) 2017-04-28 2018-01-26 情報処理装置、および情報処理方法

Publications (1)

Publication Number Publication Date
CN110574024A true CN110574024A (zh) 2019-12-13

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CN201880026324.9A Pending CN110574024A (zh) 2017-04-28 2018-01-26 信息处理设备和信息处理方法

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US (1) US11030524B2 (https=)
EP (1) EP3617904A4 (https=)
JP (3) JPWO2018198454A1 (https=)
CN (1) CN110574024A (https=)
WO (1) WO2018198454A1 (https=)

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JP2019080232A (ja) * 2017-10-26 2019-05-23 株式会社Ｐｒｅｆｅｒｒｅｄ Ｎｅｔｗｏｒｋｓ 勾配圧縮装置、勾配圧縮方法及びプログラム
US11138505B2 (en) * 2017-12-21 2021-10-05 Fujitsu Limited Quantization of neural network parameters
JP7475164B2 (ja) * 2020-03-05 2024-04-26 キヤノン株式会社 情報処理装置、情報処理方法およびプログラム
CN114297576A (zh) * 2021-11-16 2022-04-08 平头哥(上海)半导体技术有限公司 一种加权平均计算方法和加权平均计算装置
KR102929805B1 (ko) 2022-12-16 2026-02-24 한국전자기술연구원 컨볼루션 연산 하드웨어에서 적응적으로 양자화 팩터를 결정하는 방법
US20240364511A1 (en) 2023-04-28 2024-10-31 Rakuten Group, Inc. Calculation system, calculation method, and information storage medium
TWI877065B (zh) * 2024-08-16 2025-03-11 英業達股份有限公司 風扇裝置

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US6665646B1 (en) * 1998-12-11 2003-12-16 At&T Corp. Predictive balanced multiple description coder for data compression
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JP4698593B2 (ja) * 2004-07-20 2011-06-08 パナソニック株式会社 音声復号化装置および音声復号化方法
JP4492953B2 (ja) * 2004-12-21 2010-06-30 ルネサスエレクトロニクス株式会社 キャンセラ装置及びデータ伝送システム
US8332216B2 (en) * 2006-01-12 2012-12-11 Stmicroelectronics Asia Pacific Pte., Ltd. System and method for low power stereo perceptual audio coding using adaptive masking threshold
US8392176B2 (en) * 2006-04-10 2013-03-05 Qualcomm Incorporated Processing of excitation in audio coding and decoding
BRPI0718738B1 (pt) * 2006-12-12 2023-05-16 Fraunhofer-Gesellschaft Zur Forderung Der Angewandten Forschung E.V. Codificador, decodificador e métodos para codificação e decodificação de segmentos de dados representando uma corrente de dados de domínio de tempo
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Also Published As

Publication number Publication date
US11030524B2 (en) 2021-06-08
JP2020074240A (ja) 2020-05-14
JP6958652B2 (ja) 2021-11-02
US20200387781A1 (en) 2020-12-10
WO2018198454A1 (ja) 2018-11-01
EP3617904A4 (en) 2020-04-29
JP6690765B2 (ja) 2020-04-28
JPWO2018198454A1 (ja) 2019-06-27
EP3617904A1 (en) 2020-03-04
JP2020004433A (ja) 2020-01-09

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Application publication date: 20191213