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
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 (en)
EP (1) EP3178039A1 (en)
JP (1) JP2017529592A (en)
KR (1) KR20170041724A (en)
CN (1) CN106575378A (en)
BR (1) BR112017002368A2 (en)
SG (1) SG11201610615QA (en)
WO (1) WO2016022241A1 (en)

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US11238337B2 (en) * 2016-08-22 2022-02-01 Applied Brain Research Inc. Methods and systems for implementing dynamic neural networks
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
CN106897768B (en) * 2017-01-25 2020-04-21 清华大学 Neural network information sending method and system
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 (en) * 2017-08-31 2018-03-14 Tdk株式会社 Array control device including neuromorphic element, discretization step size calculation method and program
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 (en) 2018-03-06 2019-09-04 Tdk株式会社 Neural network device, signal generation method and program
CN109039980B (en) * 2018-07-12 2020-09-25 北京大学 Method for quantizing space-time pulse array signal
US11232352B2 (en) 2018-07-17 2022-01-25 Hewlett Packard Enterprise Development Lp Memristor spiking architecture
EP3815000A1 (en) * 2018-10-11 2021-05-05 Google LLC Temporal coding in leaky spiking neural networks
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 (en) 2019-07-25 2021-02-02 智力芯片有限责任公司 Event-based feature classification in reconfigurable and time-coded convolutional spiking neural networks
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 (en) * 2019-11-25 2021-06-02 삼성전자주식회사 Neuromorphic device and neuromorphic system including the same
JP7271463B2 (en) * 2020-03-06 2023-05-11 株式会社東芝 Synaptic circuits and neural network devices
US20210209473A1 (en) * 2021-03-25 2021-07-08 Intel Corporation Generalized Activations Function for Machine Learning
CN115169547B (en) * 2022-09-09 2022-11-29 深圳时识科技有限公司 Neuromorphic chip and electronic device
CN116306857B (en) * 2023-05-18 2023-07-18 湖北大学 Pulse circuit based on neuron membrane high-low potential sampling

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US20100081958A1 (en) * 2006-10-02 2010-04-01 She Christy L 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 (en) * 2007-08-08 2009-02-13 Thales Sa METHOD AND DEVICE FOR DETERMINING THE IMPULSE RESPONSE OF PROPAGATION CHANNELS INVOLVING FIXED OR MOBILE TRANSMITTERS, REFLECTORS AND SENSORS
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US8515885B2 (en) * 2010-10-29 2013-08-20 International Business Machines Corporation Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation
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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
JP2017529592A (en) 2017-10-05
KR20170041724A (en) 2017-04-17
BR112017002368A2 (en) 2017-12-05
CN106575378A (en) 2017-04-19
WO2016022241A1 (en) 2016-02-11
EP3178039A1 (en) 2017-06-14
US20160042271A1 (en) 2016-02-11

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