SG11201610615QA - Artificial neurons and spiking neurons with asynchronous pulse modulation - Google Patents

Artificial neurons and spiking neurons with asynchronous pulse modulation

Info

Publication number
SG11201610615QA
SG11201610615QA SG11201610615QA SG11201610615QA SG11201610615QA SG 11201610615Q A SG11201610615Q A SG 11201610615QA SG 11201610615Q A SG11201610615Q A SG 11201610615QA SG 11201610615Q A SG11201610615Q A SG 11201610615QA SG 11201610615Q A SG11201610615Q A SG 11201610615QA
Authority
SG
Singapore
Prior art keywords
neurons
pulse modulation
spiking
asynchronous pulse
artificial
Prior art date
Application number
SG11201610615QA
Other languages
English (en)
Inventor
Young Cheul Yoon
Vladimir Aparin
Original Assignee
Qualcomm Inc
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 by Qualcomm Inc filed Critical Qualcomm Inc
Publication of SG11201610615QA publication Critical patent/SG11201610615QA/en

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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
    • G06N3/08—Learning methods
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Transmission Systems Not Characterized By The Medium Used For Transmission (AREA)
SG11201610615QA 2014-08-08 2015-07-07 Artificial neurons and spiking neurons with asynchronous pulse modulation SG11201610615QA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462035192P 2014-08-08 2014-08-08
US14/522,348 US20160042271A1 (en) 2014-08-08 2014-10-23 Artificial neurons and spiking neurons with asynchronous pulse modulation
PCT/US2015/039396 WO2016022241A1 (en) 2014-08-08 2015-07-07 Artificial neurons and spiking neurons with asynchronous pulse modulation

Publications (1)

Publication Number Publication Date
SG11201610615QA true SG11201610615QA (en) 2017-02-27

Family

ID=55264313

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201610615QA SG11201610615QA (en) 2014-08-08 2015-07-07 Artificial neurons and spiking neurons with asynchronous pulse modulation

Country Status (8)

Country Link
US (1) US20160042271A1 (zh)
EP (1) EP3178039A1 (zh)
JP (1) JP2017529592A (zh)
KR (1) KR20170041724A (zh)
CN (1) CN106575378A (zh)
BR (1) BR112017002368A2 (zh)
SG (1) SG11201610615QA (zh)
WO (1) WO2016022241A1 (zh)

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US10726337B1 (en) * 2015-04-30 2020-07-28 Hrl Laboratories, Llc Method and apparatus for emulation of neuromorphic hardware including neurons and synapses connecting the neurons
FR3050050B1 (fr) * 2016-04-11 2021-10-15 Univ De Lille 1 Neurone artificiel
US10713562B2 (en) 2016-06-18 2020-07-14 International Business Machines Corporation Neuromorphic memory circuit
US11741352B2 (en) * 2016-08-22 2023-08-29 International Business Machines Corporation Area and power efficient implementation of resistive processing units using complementary metal oxide semiconductor technology
US11238337B2 (en) * 2016-08-22 2022-02-01 Applied Brain Research Inc. Methods and systems for implementing dynamic neural networks
CN106897768B (zh) * 2017-01-25 2020-04-21 清华大学 神经网络信息发送方法和系统
US9934838B1 (en) 2017-05-10 2018-04-03 International Business Machines Corporation Pulse shaping unit cell and array for symmetric updating
US11216723B2 (en) * 2017-08-11 2022-01-04 Syntiant Pulse-width modulated multiplier
JP6293963B1 (ja) * 2017-08-31 2018-03-14 Tdk株式会社 ニューロモルフィック素子を含むアレイの制御装置、離散化ステップサイズの演算方法およびプログラム
US11593623B2 (en) * 2017-12-22 2023-02-28 Intel Corporation Spiking neural network accelerator using external memory
WO2019133732A1 (en) * 2017-12-28 2019-07-04 Knowles Electronics, Llc Content-based audio stream separation
JP6569755B1 (ja) 2018-03-06 2019-09-04 Tdk株式会社 ニューラルネットワーク装置、信号生成方法およびプログラム
CN109039980B (zh) * 2018-07-12 2020-09-25 北京大学 一种时空脉冲阵列信号进行量化的方法
US11232352B2 (en) 2018-07-17 2022-01-25 Hewlett Packard Enterprise Development Lp Memristor spiking architecture
US20220058492A1 (en) * 2018-12-04 2022-02-24 Technion Research & Development Foundation Limited Delta-sigma modulation neurons for high-precision training of memristive synapses in deep neural networks
CN112308107A (zh) 2019-07-25 2021-02-02 智力芯片有限责任公司 可重构和时间编码卷积尖峰神经网络中基于事件的特征分类
US11727252B2 (en) * 2019-08-30 2023-08-15 International Business Machines Corporation Adaptive neuromorphic neuron apparatus for artificial neural networks
US11599799B1 (en) * 2019-09-17 2023-03-07 Rockwell Collins, Inc. Digital signal processing with neural networks
KR20210063721A (ko) * 2019-11-25 2021-06-02 삼성전자주식회사 뉴로모픽 장치 및 이를 포함하는 뉴로모픽 시스템
JP7271463B2 (ja) * 2020-03-06 2023-05-11 株式会社東芝 シナプス回路およびニューラルネットワーク装置
CN115169547B (zh) * 2022-09-09 2022-11-29 深圳时识科技有限公司 神经形态芯片及电子设备
CN116306857B (zh) * 2023-05-18 2023-07-18 湖北大学 一种基于神经元膜高低电位采样的脉冲电路

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Publication number Priority date Publication date Assignee Title
WO2008042900A2 (en) * 2006-10-02 2008-04-10 University Of Florida Research Foundation, Inc. Pulse-based feature extraction for neural recordings
WO2008151137A2 (en) * 2007-06-01 2008-12-11 The Trustees Of Columbia University In The City Of New York Real-time time encoding and decoding machines
WO2009006405A1 (en) * 2007-06-28 2009-01-08 The Trustees Of Columbia University In The City Of New York Multi-input multi-output time encoding and decoding machines
FR2919931A1 (fr) * 2007-08-08 2009-02-13 Thales Sa Procede et dispositif pour determiner la reponse impulsionnelle de canaux de propagation impliquant des emetteurs, des reflecteurs et des capteurs fixes ou mobiles
US8756183B1 (en) * 2010-06-14 2014-06-17 Hrl Laboratories, Llc System for representing, storing, and reconstructing an input signal
US8515885B2 (en) * 2010-10-29 2013-08-20 International Business Machines Corporation Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation
US8473439B2 (en) * 2010-12-08 2013-06-25 International Business Machines Corporation Integrate and fire electronic neurons
US8595157B2 (en) * 2011-06-02 2013-11-26 Hrl Laboratories, Llc High-order time encoder based neuron circuit using a hysteresis quantizer, a one bit DAC, and a second order filter
US9367797B2 (en) * 2012-02-08 2016-06-14 Jason Frank Hunzinger Methods and apparatus for spiking neural computation
US9412041B1 (en) * 2012-06-29 2016-08-09 Brain Corporation Retinal apparatus and methods
WO2014011907A2 (en) * 2012-07-13 2014-01-16 The Trustees Of Columbia University In The City Of New York Systems and methods for identification of spike-processing circuits

Also Published As

Publication number Publication date
EP3178039A1 (en) 2017-06-14
WO2016022241A1 (en) 2016-02-11
BR112017002368A2 (pt) 2017-12-05
KR20170041724A (ko) 2017-04-17
US20160042271A1 (en) 2016-02-11
JP2017529592A (ja) 2017-10-05
CN106575378A (zh) 2017-04-19

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