JPWO2021230006A1 - - Google Patents

Info

Publication number
JPWO2021230006A1
JPWO2021230006A1 JP2022521785A JP2022521785A JPWO2021230006A1 JP WO2021230006 A1 JPWO2021230006 A1 JP WO2021230006A1 JP 2022521785 A JP2022521785 A JP 2022521785A JP 2022521785 A JP2022521785 A JP 2022521785A JP WO2021230006 A1 JPWO2021230006 A1 JP WO2021230006A1
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
JP2022521785A
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 JPWO2021230006A1 publication Critical patent/JPWO2021230006A1/ja
Pending legal-status Critical Current

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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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/10—Pre-processing; Data cleansing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
JP2022521785A 2020-05-13 2021-04-16 Pending JPWO2021230006A1 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2020084712 2020-05-13
PCT/JP2021/015786 WO2021230006A1 (ja) 2020-05-13 2021-04-16 ネットワーク量子化方法及びネットワーク量子化装置

Publications (1)

Publication Number Publication Date
JPWO2021230006A1 true JPWO2021230006A1 (ja) 2021-11-18

Family

ID=78525684

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022521785A Pending JPWO2021230006A1 (ja) 2020-05-13 2021-04-16

Country Status (3)

Country Link
US (1) US20230042275A1 (ja)
JP (1) JPWO2021230006A1 (ja)
WO (1) WO2021230006A1 (ja)

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110245741A (zh) * 2018-03-09 2019-09-17 佳能株式会社 多层神经网络模型的优化和应用方法、装置及存储介质
CN110942148B (zh) * 2019-12-11 2020-11-24 北京工业大学 一种自适应的非对称量化的深度神经网络模型压缩方法

Also Published As

Publication number Publication date
WO2021230006A1 (ja) 2021-11-18
US20230042275A1 (en) 2023-02-09

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Legal Events

Date Code Title Description
A621 Written request for application examination

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Effective date: 20240315