TOP > 外国特許検索 > NEURAL NETWORK PROCESSING DEVICE, COMPUTER PROGRAM, NEURAL NETWORK MANUFACTURING METHOD, NEURAL NETWORK DATA MANUFACTURING METHOD, NEURAL NETWORK USE DEVICE, AND NEURAL NETWORK DOWNSCALING METHOD

NEURAL NETWORK PROCESSING DEVICE, COMPUTER PROGRAM, NEURAL NETWORK MANUFACTURING METHOD, NEURAL NETWORK DATA MANUFACTURING METHOD, NEURAL NETWORK USE DEVICE, AND NEURAL NETWORK DOWNSCALING METHOD NEW

外国特許コード F200010230
整理番号 (S2018-0979-N0)
掲載日 2020年10月29日
出願国 世界知的所有権機関(WIPO)
国際出願番号 2019JP033594
国際公開番号 WO2020054402
国際出願日 令和元年8月28日(2019.8.28)
国際公開日 令和2年3月19日(2020.3.19)
優先権データ
  • 特願2018-169412 (2018.9.11) JP
  • 特願2019-059091 (2019.3.26) JP
発明の名称 (英語) NEURAL NETWORK PROCESSING DEVICE, COMPUTER PROGRAM, NEURAL NETWORK MANUFACTURING METHOD, NEURAL NETWORK DATA MANUFACTURING METHOD, NEURAL NETWORK USE DEVICE, AND NEURAL NETWORK DOWNSCALING METHOD NEW
発明の概要(英語) An objective of the present invention is to alleviate a degradation in neural network performance at the time of downscaling. A neural network processing device 10 according to the present disclosure is configured to execute: a process 22 of providing a plurality of instances of input data 40 to a neural network N1 in which a plurality of artificial neurons are connected and deriving vectors formed from a plurality of outputs outputted from the artificial neurons for each of the artificial neurons; and an integration process 23 of, on the basis of the vectors, selecting a plurality of artificial neurons which demonstrate identical or similar behavior, and integrating the selected artificial neurons.
従来技術、競合技術の概要(英語) BACKGROUND ART
Such as deep neural networks the neural network, a plurality of artificial neurons (hereinafter, referred to as' neuron ') is combined with a computing mechanism. Provide a large amount of data to the neural network, neurons each of which is connected to the optimization calculations of the weight coefficient of the deep layer can be referred to as learning.
  • 出願人(英語)
  • ※2012年7月以前掲載分については米国以外のすべての指定国
  • WAKAYAMA UNIVERSITY
  • 発明者(英語)
  • WADA Toshikazu
  • KAMMA Koji
  • ISODA Yuuki
国際特許分類(IPC)
指定国 National States: AE AG AL AM AO AT AU AZ BA BB BG BH BN BR BW BY BZ CA CH CL CN CO CR CU CZ DE DJ DK DM DO DZ EC EE EG ES FI GB GD GE GH GM GT HN HR HU ID IL IN IR IS JO JP KE KG KH KN KP KR KW KZ LA LC LK LR LS LU LY MA MD ME MG MK MN MW MX MY MZ NA NG NI NO NZ OM PA PE PG PH PL PT QA RO RS RU RW SA SC SD SE SG SK SL SM ST SV SY TH TJ TM TN TR TT TZ UA UG US UZ VC VN ZA ZM ZW
ARIPO: BW GH GM KE LR LS MW MZ NA RW SD SL SZ TZ UG ZM ZW
EAPO: AM AZ BY KG KZ RU TJ TM
EPO: AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
OAPI: BF BJ CF CG CI CM GA GN GQ GW KM ML MR NE SN ST TD TG

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