JPWO2018198454A1 - 情報処理装置、および情報処理方法 - Google Patents

情報処理装置、および情報処理方法 Download PDF

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JPWO2018198454A1
JPWO2018198454A1 JP2019505277A JP2019505277A JPWO2018198454A1 JP WO2018198454 A1 JPWO2018198454 A1 JP WO2018198454A1 JP 2019505277 A JP2019505277 A JP 2019505277A JP 2019505277 A JP2019505277 A JP 2019505277A JP WO2018198454 A1 JPWO2018198454 A1 JP WO2018198454A1
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information processing
processing apparatus
input
information
inner product
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聡幸 廣井
聡幸 廣井
山本 真紀子
真紀子 山本
章 中村
章 中村
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Sony Corp
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    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
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    • G06F17/10Complex mathematical operations
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/16Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0495Quantised networks; Sparse networks; Compressed networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0499Feedforward networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods

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JP2019505277A 2017-04-28 2018-01-26 情報処理装置、および情報処理方法 Pending JPWO2018198454A1 (ja)

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JP2017089144 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

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US (1) US11030524B2 (https=)
EP (1) EP3617904A4 (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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JP3357829B2 (ja) * 1997-12-24 2002-12-16 株式会社東芝 音声符号化/復号化方法
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US6356213B1 (en) * 2000-05-31 2002-03-12 Lucent Technologies Inc. System and method for prediction-based lossless encoding
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US20030220889A1 (en) * 2002-05-21 2003-11-27 Bingxue Shi Analog accumulator for neural networks
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
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US11030524B2 (en) 2021-06-08
JP2020074240A (ja) 2020-05-14
JP6958652B2 (ja) 2021-11-02
CN110574024A (zh) 2019-12-13
US20200387781A1 (en) 2020-12-10
WO2018198454A1 (ja) 2018-11-01
EP3617904A4 (en) 2020-04-29
JP6690765B2 (ja) 2020-04-28
EP3617904A1 (en) 2020-03-04
JP2020004433A (ja) 2020-01-09

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