JP5989793B2 - 無監督ニューラルリプレイ、学習改善、関連付け、およびメモリ転送のための方法および装置：ニューラル構成要素リプレイ - Google Patents

無監督ニューラルリプレイ、学習改善、関連付け、およびメモリ転送のための方法および装置：ニューラル構成要素リプレイ Download PDF

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JP5989793B2
JP5989793B2 JP2014541347A JP2014541347A JP5989793B2 JP 5989793 B2 JP5989793 B2 JP 5989793B2 JP 2014541347 A JP2014541347 A JP 2014541347A JP 2014541347 A JP2014541347 A JP 2014541347A JP 5989793 B2 JP5989793 B2 JP 5989793B2
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JP2014535119A (ja
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ハンジンジャー、ジェイソン・フランク
チャン、ビクター・ホッキウ
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    • G06N3/02—Neural networks
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    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
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JP2014541347A 2011-11-09 2012-11-09 無監督ニューラルリプレイ、学習改善、関連付け、およびメモリ転送のための方法および装置：ニューラル構成要素リプレイ Expired - Fee Related JP5989793B2 (ja)

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Application Number Priority Date Filing Date Title
US13/292,167 2011-11-09
US13/292,167 US9424511B2 (en) 2011-11-09 2011-11-09 Methods and apparatus for unsupervised neural component replay by referencing a pattern in neuron outputs
PCT/US2012/064521 WO2013071164A1 (en) 2011-11-09 2012-11-09 Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: neural component replay

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JP2014535119A JP2014535119A (ja) 2014-12-25
JP5989793B2 true JP5989793B2 (ja) 2016-09-07

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US (1) US9424511B2 (https=)
EP (1) EP2776987A1 (https=)
JP (1) JP5989793B2 (https=)
KR (1) KR101616660B1 (https=)
CN (1) CN103930908B (https=)
IN (1) IN2014CN03033A (https=)
WO (1) WO2013071164A1 (https=)

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US9443190B2 (en) 2011-11-09 2016-09-13 Qualcomm Incorporated Methods and apparatus for neural pattern sequence completion and neural pattern hierarchical replay by invoking replay of a referenced neural pattern
US9424513B2 (en) 2011-11-09 2016-08-23 Qualcomm Incorporated Methods and apparatus for neural component memory transfer of a referenced pattern by including neurons to output a pattern substantially the same as the referenced pattern
US9015091B2 (en) * 2011-11-09 2015-04-21 Qualcomm Incorporated Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling
US9652711B2 (en) 2014-03-12 2017-05-16 Qualcomm Incorporated Analog signal reconstruction and recognition via sub-threshold modulation
CN104778202B (zh) * 2015-02-05 2018-08-14 北京航空航天大学 基于关键词的事件演化过程的分析方法及系统
CN106650922B (zh) * 2016-09-29 2019-05-03 清华大学 硬件神经网络转换方法、计算装置、软硬件协作系统
CN109002647B (zh) * 2018-08-17 2019-06-07 郑州轻工业学院 一种具有延时学习功能的忆阻联想记忆神经网络电路
US11790245B2 (en) * 2019-01-22 2023-10-17 International Business Machines Corporation Cognitive machine learning for semantic network
WO2020210673A1 (en) * 2019-04-10 2020-10-15 Cornell University Neuromorphic algorithm for rapid online learning and signal restoration
CN110222387B (zh) * 2019-05-24 2021-01-12 北京化工大学 基于混合漏积分crj网络的多元钻井时间序列预测方法
US11742901B2 (en) * 2020-07-27 2023-08-29 Electronics And Telecommunications Research Institute Deep learning based beamforming method and apparatus

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US5583964A (en) 1994-05-02 1996-12-10 Motorola, Inc. Computer utilizing neural network and method of using same
US7089218B1 (en) 2004-01-06 2006-08-08 Neuric Technologies, Llc Method for inclusion of psychological temperament in an electronic emulation of the human brain
JP3647584B2 (ja) 1996-12-26 2005-05-11 富士通株式会社 学習型自己定位装置
US6041322A (en) 1997-04-18 2000-03-21 Industrial Technology Research Institute Method and apparatus for processing data in a neural network
WO2004097733A2 (en) 2003-04-30 2004-11-11 Darwinian Neural Network Industries Ltd Neural networks
JP2005190429A (ja) 2003-12-26 2005-07-14 Hiroshima Univ 参照データ認識・学習方法及びパターン認識システム
US20080243741A1 (en) * 2004-01-06 2008-10-02 Neuric Technologies, Llc Method and apparatus for defining an artificial brain via a plurality of concept nodes connected together through predetermined relationships
EP2360629A3 (en) 2005-05-07 2012-04-11 Stephen L. Thaler Device for the autonomous bootstrapping of useful information
JP4201012B2 (ja) 2006-04-06 2008-12-24 ソニー株式会社 データ処理装置、データ処理方法、およびプログラム
EP2259214B1 (en) 2009-06-04 2013-02-27 Honda Research Institute Europe GmbH Implementing a neural associative memory based on non-linear learning of discrete synapses
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WO2012138761A1 (en) * 2011-04-04 2012-10-11 Sheepdog Sciences, Inc. Apparatus, system, and method for modulating consolidation of memory during sleep
US9147155B2 (en) 2011-08-16 2015-09-29 Qualcomm Incorporated Method and apparatus for neural temporal coding, learning and recognition
US9443190B2 (en) 2011-11-09 2016-09-13 Qualcomm Incorporated Methods and apparatus for neural pattern sequence completion and neural pattern hierarchical replay by invoking replay of a referenced neural pattern
US9424513B2 (en) 2011-11-09 2016-08-23 Qualcomm Incorporated Methods and apparatus for neural component memory transfer of a referenced pattern by including neurons to output a pattern substantially the same as the referenced pattern
US9015091B2 (en) 2011-11-09 2015-04-21 Qualcomm Incorporated Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling
US8909575B2 (en) 2012-02-29 2014-12-09 Qualcomm Incorporated Method and apparatus for modeling neural resource based synaptic placticity
WO2014081671A1 (en) 2012-11-20 2014-05-30 Qualcomm Incorporated Dynamical event neuron and synapse models for learning spiking neural networks

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CN103930908A (zh) 2014-07-16
US20130117210A1 (en) 2013-05-09
KR101616660B1 (ko) 2016-04-28
IN2014CN03033A (https=) 2015-07-03
EP2776987A1 (en) 2014-09-17
US9424511B2 (en) 2016-08-23
JP2014535119A (ja) 2014-12-25
CN103930908B (zh) 2017-06-27
KR20140092881A (ko) 2014-07-24
WO2013071164A1 (en) 2013-05-16

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