CN108369660A - 用事件间的时间间隔来表示数值的数据处理装置 - Google Patents

用事件间的时间间隔来表示数值的数据处理装置 Download PDF

Info

Publication number
CN108369660A
CN108369660A CN201680045376.1A CN201680045376A CN108369660A CN 108369660 A CN108369660 A CN 108369660A CN 201680045376 A CN201680045376 A CN 201680045376A CN 108369660 A CN108369660 A CN 108369660A
Authority
CN
China
Prior art keywords
node
tie point
event
neuron
circuit
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
CN201680045376.1A
Other languages
English (en)
Chinese (zh)
Inventor
尔亚德·贝诺斯梅恩
克斯阿维埃·拉戈斯
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Centre National de la Recherche Scientifique CNRS
Institut National de la Sante et de la Recherche Medicale INSERM
Sorbonne Universite
Original Assignee
Centre National de la Recherche Scientifique CNRS
Institut National de la Sante et de la Recherche Medicale INSERM
Sorbonne Universite
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 Centre National de la Recherche Scientifique CNRS, Institut National de la Sante et de la Recherche Medicale INSERM, Sorbonne Universite filed Critical Centre National de la Recherche Scientifique CNRS
Publication of CN108369660A publication Critical patent/CN108369660A/zh
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/049Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G06F17/13Differential equations
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Operations Research (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Multi Processors (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Advance Control (AREA)
CN201680045376.1A 2015-07-13 2016-07-06 用事件间的时间间隔来表示数值的数据处理装置 Pending CN108369660A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
FR1556659 2015-07-13
FR1556659A FR3038997A1 (fr) 2015-07-13 2015-07-13 Dispositif de traitement de donnees avec representation de valeurs par des intervalles de temps entre evenements
PCT/FR2016/051717 WO2017009543A1 (fr) 2015-07-13 2016-07-06 Dispositif de traitement de données avec représentation de valeurs par des intervalles de temps entre événements

Publications (1)

Publication Number Publication Date
CN108369660A true CN108369660A (zh) 2018-08-03

Family

ID=54848671

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201680045376.1A Pending CN108369660A (zh) 2015-07-13 2016-07-06 用事件间的时间间隔来表示数值的数据处理装置

Country Status (9)

Country Link
US (1) US20180357527A1 (https=)
EP (1) EP3323090A1 (https=)
JP (1) JP6732880B2 (https=)
KR (1) KR20180077148A (https=)
CN (1) CN108369660A (https=)
CA (1) CA2992036A1 (https=)
FR (1) FR3038997A1 (https=)
IL (1) IL256813A (https=)
WO (1) WO2017009543A1 (https=)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111506384A (zh) * 2019-01-31 2020-08-07 中科寒武纪科技股份有限公司 模拟运算方法和模拟器

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102403307B1 (ko) * 2016-08-19 2022-05-30 소니그룹주식회사 곱합 연산 장치
EP3605401A1 (en) 2018-07-31 2020-02-05 GrAl Matter Labs S.A.S. Data processing module, data processing system and data processing method
EP3617957A1 (en) 2018-08-29 2020-03-04 GrAl Matter Labs S.A.S. Neuromorphic processing method and update utility for use therein
EP3640862A1 (en) 2018-10-15 2020-04-22 GrAl Matter Labs S.A.S. Neural network evaluation tool and method
EP3716155A1 (en) 2019-03-27 2020-09-30 Grai Matter Labs Data processing node and data processing engine
JP2022041386A (ja) * 2020-09-01 2022-03-11 キヤノンメディカルシステムズ株式会社 多元数演算装置及び医用画像診断装置
US12437189B2 (en) * 2021-08-26 2025-10-07 Electronics And Telecommunications Research Institute Encoder and operation method thereof

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1246710A (zh) * 1998-07-13 2000-03-08 三星电子株式会社 具有同步信号发生器的集成电路器件
US6581046B1 (en) * 1997-10-10 2003-06-17 Yeda Research And Development Co. Ltd. Neuronal phase-locked loops
CN1656472A (zh) * 2001-11-16 2005-08-17 陈垣洋 带有监督和非监督簇分析的似真神经网络
US20130138845A1 (en) * 2011-11-24 2013-05-30 Melexis Technologies N.V. Integrated circuit network node configuration
US20130254138A1 (en) * 2012-03-22 2013-09-26 Andrey KUDRITSKIY System and method for viewing, modifying, storing, and running artificial neural network components
CN103339863A (zh) * 2011-02-08 2013-10-02 索尼公司 数据处理装置和数据处理方法
US20140044206A1 (en) * 2012-08-13 2014-02-13 Telefonaktiebolaget L M Ericsson (Publ) Methods of mapping retransmissions responsive to bundled nack messages and related devices
TW201435757A (zh) * 2012-11-20 2014-09-16 Qualcomm Inc 用於學習尖峰神經網路的動態事件神經元和突觸模型
CN104605845A (zh) * 2015-01-30 2015-05-13 南京邮电大学 一种基于diva模型的脑电信号处理方法

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6581046B1 (en) * 1997-10-10 2003-06-17 Yeda Research And Development Co. Ltd. Neuronal phase-locked loops
CN1246710A (zh) * 1998-07-13 2000-03-08 三星电子株式会社 具有同步信号发生器的集成电路器件
CN1656472A (zh) * 2001-11-16 2005-08-17 陈垣洋 带有监督和非监督簇分析的似真神经网络
CN103339863A (zh) * 2011-02-08 2013-10-02 索尼公司 数据处理装置和数据处理方法
US20130138845A1 (en) * 2011-11-24 2013-05-30 Melexis Technologies N.V. Integrated circuit network node configuration
US20130254138A1 (en) * 2012-03-22 2013-09-26 Andrey KUDRITSKIY System and method for viewing, modifying, storing, and running artificial neural network components
US20140044206A1 (en) * 2012-08-13 2014-02-13 Telefonaktiebolaget L M Ericsson (Publ) Methods of mapping retransmissions responsive to bundled nack messages and related devices
TW201435757A (zh) * 2012-11-20 2014-09-16 Qualcomm Inc 用於學習尖峰神經網路的動態事件神經元和突觸模型
CN104605845A (zh) * 2015-01-30 2015-05-13 南京邮电大学 一种基于diva模型的脑电信号处理方法

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
ZHU HAI-YANG 等: "Fault diagnosis of node in wireless sensor network based on the interval-numbers rough neural network", 《2010 2ND IEEE INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND ENGINEERING》 *
王俊 等: "基于时间序列和神经网络的温室传感器节点故障诊断", 《中国农业大学学报》 *
黄胜 等: "NDN中一种基于数据响应时间的动态概率存储策略", 《小型微型计算机系统》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111506384A (zh) * 2019-01-31 2020-08-07 中科寒武纪科技股份有限公司 模拟运算方法和模拟器
CN111506384B (zh) * 2019-01-31 2022-12-09 中科寒武纪科技股份有限公司 模拟运算方法和模拟器

Also Published As

Publication number Publication date
CA2992036A1 (fr) 2017-01-19
JP2018529143A (ja) 2018-10-04
EP3323090A1 (fr) 2018-05-23
IL256813A (en) 2018-03-29
WO2017009543A1 (fr) 2017-01-19
FR3038997A1 (fr) 2017-01-20
KR20180077148A (ko) 2018-07-06
JP6732880B2 (ja) 2020-07-29
US20180357527A1 (en) 2018-12-13

Similar Documents

Publication Publication Date Title
CN108369660A (zh) 用事件间的时间间隔来表示数值的数据处理装置
Rajendran et al. Low-power neuromorphic hardware for signal processing applications: A review of architectural and system-level design approaches
Vaidyanathan Anti-synchronization of the generalized Lotka-Volterra three-species biological systems via adaptive control
US10482380B2 (en) Conditional parallel processing in fully-connected neural networks
JP2017509953A (ja) 低スパイキングレートのためのニューラルネットワークを構成すること
CN109901878A (zh) 一种类脑计算芯片及计算设备
Rochel et al. An event-driven framework for the simulation of networks of spiking neurons
CN106575378A (zh) 带有异步脉冲调制的人工神经元和尖峰神经元
CN112101517A (zh) 基于分段线性脉冲神经元网络的fpga实现方法
Li et al. Periodic solutions of stochastic delay differential equations and applications to logistic equation and neural networks
CN108510065A (zh) 应用于长短时记忆神经网络的计算装置和计算方法
CN111695696A (zh) 一种基于联邦学习的模型训练的方法及装置
Sharif et al. Parallel computing for artificial neural network training using java native socket programming
EP2926301A2 (en) Generating messages from the firing of pre-synaptic neurons
US20180174039A1 (en) Computationally-efficient spike train filtering
CN118394495B (zh) 一种分布式处理系统、任务调度方法、参数确定方法
Pietras Hardware conversion of neural networks simulation models for neural processing accelerator implemented as FPGA-based SoC
Restrepo et al. A networked FPGA-based hardware implementation of a neural network application
HK1255656A1 (en) Data-processing device with representation of values by time intervals between events
WO2024216855A1 (zh) 一种生物可信的神经元计算电路及计算方法
Prashar Neural networks in machine learning
US12572818B2 (en) Device and method for random walk simulation
US20210142153A1 (en) Resistive processing unit scalable execution
AbdulQader et al. Enabling incremental training with forward pass for edge devices
CN117669664A (zh) 基于Pytorch的脉冲神经网络突触延时实现方法

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
REG Reference to a national code

Ref country code: HK

Ref legal event code: DE

Ref document number: 1255656

Country of ref document: HK

WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20180803

WD01 Invention patent application deemed withdrawn after publication
REG Reference to a national code

Ref country code: HK

Ref legal event code: WD

Ref document number: 1255656

Country of ref document: HK