TW201539336A - 用於自動糾錯的同時的等待時間編碼和速率編碼 - Google Patents

用於自動糾錯的同時的等待時間編碼和速率編碼 Download PDF

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TW201539336A
TW201539336A TW103145024A TW103145024A TW201539336A TW 201539336 A TW201539336 A TW 201539336A TW 103145024 A TW103145024 A TW 103145024A TW 103145024 A TW103145024 A TW 103145024A TW 201539336 A TW201539336 A TW 201539336A
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spike
stimulus
sequence
neuron
peak
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TW103145024A
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陳維特霍庫
凱莉瑞恩麥可
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高通公司
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/0463—Neocognitrons
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/0499—Feedforward networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/061—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using biological neurons, e.g. biological neurons connected to an integrated circuit
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Neurology (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Image Analysis (AREA)
  • Detection And Prevention Of Errors In Transmission (AREA)
  • Detection And Correction Of Errors (AREA)
TW103145024A 2014-01-06 2014-12-23 用於自動糾錯的同時的等待時間編碼和速率編碼 TW201539336A (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201461924074P 2014-01-06 2014-01-06
US14/279,375 US10282660B2 (en) 2014-01-06 2014-05-16 Simultaneous latency and rate coding for automatic error correction

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TW201539336A true TW201539336A (zh) 2015-10-16

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US (1) US10282660B2 (enExample)
EP (1) EP3092605A2 (enExample)
JP (1) JP2017507397A (enExample)
CN (1) CN105874478A (enExample)
TW (1) TW201539336A (enExample)
WO (1) WO2015102935A2 (enExample)

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US10671912B2 (en) * 2016-09-13 2020-06-02 Sap Se Spatio-temporal spiking neural networks in neuromorphic hardware systems
CN108304912B (zh) * 2017-12-29 2020-12-29 北京理工大学 一种运用抑制信号实现脉冲神经网络监督学习的系统和方法
CN109948788B (zh) * 2019-03-07 2021-01-15 清华大学 基于fpga的神经网络加速器
RU195230U1 (ru) * 2019-08-07 2020-01-17 Федеральное государственное бюджетное научное учреждение "Научный центр неврологии" (ФГБНУ НЦН) Тренажер-квадрат с линейными и квадратными углублениями для групповых занятий по восстановлению и профилактической тренировке зрительно-пространственной памяти
CN110647982B (zh) * 2019-09-26 2022-04-15 中国科学院微电子研究所 人工感受神经电路及其制备方法
KR102795609B1 (ko) 2019-11-25 2025-04-15 삼성전자주식회사 뉴로모픽 장치 및 이를 포함하는 뉴로모픽 시스템
FR3111455A1 (fr) * 2020-06-16 2021-12-17 Stmicroelectronics Sa Codage d’un flux de données
CN114528983B (zh) * 2021-12-29 2025-08-29 北京时代民芯科技有限公司 一种脉冲神经元加固电路、加固方法
CN116468086A (zh) * 2022-01-11 2023-07-21 北京灵汐科技有限公司 数据处理方法及装置、电子设备、计算机可读介质

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US7442212B2 (en) * 2001-01-12 2008-10-28 The United States Of America As Represented By The Department Of Health And Human Services Decoding algorithm for neuronal responses
JP4248187B2 (ja) 2002-03-27 2009-04-02 シャープ株式会社 集積回路装置及びニューロ素子
US7430546B1 (en) * 2003-06-07 2008-09-30 Roland Erwin Suri Applications of an algorithm that mimics cortical processing
JP4780921B2 (ja) 2004-03-17 2011-09-28 キヤノン株式会社 並列パルス信号処理装置、及びその制御方法
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WO2008039331A1 (en) * 2006-09-22 2008-04-03 The Trustees Of The University Of Pennsylvania Classification of sub cortical structures
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US20130203027A1 (en) * 2010-06-28 2013-08-08 The Regents Of The University Of California Adaptive Set Discrimination Procedure
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US9189730B1 (en) * 2012-09-20 2015-11-17 Brain Corporation Modulated stochasticity spiking neuron network controller apparatus and methods
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Also Published As

Publication number Publication date
CN105874478A (zh) 2016-08-17
EP3092605A2 (en) 2016-11-16
JP2017507397A (ja) 2017-03-16
US10282660B2 (en) 2019-05-07
US20150193680A1 (en) 2015-07-09
WO2015102935A3 (en) 2015-10-08
WO2015102935A2 (en) 2015-07-09

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