JPWO2022014500A1 - - Google Patents

Info

Publication number
JPWO2022014500A1
JPWO2022014500A1 JP2022536329A JP2022536329A JPWO2022014500A1 JP WO2022014500 A1 JPWO2022014500 A1 JP WO2022014500A1 JP 2022536329 A JP2022536329 A JP 2022536329A JP 2022536329 A JP2022536329 A JP 2022536329A JP WO2022014500 A1 JPWO2022014500 A1 JP WO2022014500A1
Authority
JP
Japan
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP2022536329A
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed filed Critical
Publication of JPWO2022014500A1 publication Critical patent/JPWO2022014500A1/ja
Pending legal-status Critical Current

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
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G06F17/15—Correlation function computation including computation of convolution operations
    • G06F17/153—Multidimensional correlation or convolution
    • 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06N3/0495—Quantised networks; Sparse networks; Compressed 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
    • G06N3/06—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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Databases & Information Systems (AREA)
  • Algebra (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Neurology (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
JP2022536329A 2020-07-17 2021-07-09 Pending JPWO2022014500A1 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2020123312 2020-07-17
PCT/JP2021/025989 WO2022014500A1 (ja) 2020-07-17 2021-07-09 ニューラルネットワーク処理装置、情報処理装置、情報処理システム、電子機器、ニューラルネットワーク処理方法およびプログラム

Publications (1)

Publication Number Publication Date
JPWO2022014500A1 true JPWO2022014500A1 (ja) 2022-01-20

Family

ID=79555419

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022536329A Pending JPWO2022014500A1 (ja) 2020-07-17 2021-07-09

Country Status (6)

Country Link
US (1) US20230267310A1 (ja)
EP (1) EP4184392A4 (ja)
JP (1) JPWO2022014500A1 (ja)
KR (1) KR20230038509A (ja)
CN (1) CN115843365A (ja)
WO (1) WO2022014500A1 (ja)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023128263A (ja) * 2022-03-03 2023-09-14 ソニーグループ株式会社 情報処理装置及び情報処理方法

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6425097B2 (ja) 2013-11-29 2018-11-21 ソニー株式会社 周波数帯域拡大装置および方法、並びにプログラム
CN107239823A (zh) * 2016-08-12 2017-10-10 北京深鉴科技有限公司 一种用于实现稀疏神经网络的装置和方法
US10360163B2 (en) * 2016-10-27 2019-07-23 Google Llc Exploiting input data sparsity in neural network compute units
US10795836B2 (en) * 2017-04-17 2020-10-06 Microsoft Technology Licensing, Llc Data processing performance enhancement for neural networks using a virtualized data iterator
US20180330235A1 (en) * 2017-05-15 2018-11-15 National Taiwan University Apparatus and Method of Using Dual Indexing in Input Neurons and Corresponding Weights of Sparse Neural Network
US20210150322A1 (en) * 2018-01-23 2021-05-20 Sony Corporation Neural network processing apparatus, neural network processing method, and program
US10644721B2 (en) * 2018-06-11 2020-05-05 Tenstorrent Inc. Processing core data compression and storage system

Also Published As

Publication number Publication date
EP4184392A4 (en) 2024-01-10
WO2022014500A1 (ja) 2022-01-20
CN115843365A (zh) 2023-03-24
EP4184392A1 (en) 2023-05-24
KR20230038509A (ko) 2023-03-20
US20230267310A1 (en) 2023-08-24

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Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20240625