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FR3084505B1 - Reseau de neurones comportant des resonateurs spintroniques - Google Patents

Reseau de neurones comportant des resonateurs spintroniques Download PDF

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Publication number
FR3084505B1
FR3084505B1 FR1800805A FR1800805A FR3084505B1 FR 3084505 B1 FR3084505 B1 FR 3084505B1 FR 1800805 A FR1800805 A FR 1800805A FR 1800805 A FR1800805 A FR 1800805A FR 3084505 B1 FR3084505 B1 FR 3084505B1
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Prior art keywords
synaptic
spintronic
network
chains
resonators
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FR1800805A
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English (en)
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FR3084505A1 (fr
Inventor
Julie Grollier
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Centre National de la Recherche Scientifique CNRS
Thales SA
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Centre National de la Recherche Scientifique CNRS
Thales SA
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Application filed by Centre National de la Recherche Scientifique CNRS, Thales SA filed Critical Centre National de la Recherche Scientifique CNRS
Priority to FR1800805A priority Critical patent/FR3084505B1/fr
Priority to EP19745593.4A priority patent/EP3827377A1/fr
Priority to PCT/EP2019/070027 priority patent/WO2020021004A1/fr
Priority to CN201980053372.1A priority patent/CN112567392B/zh
Priority to US17/263,093 priority patent/US12106207B2/en
Publication of FR3084505A1 publication Critical patent/FR3084505A1/fr
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Publication of FR3084505B1 publication Critical patent/FR3084505B1/fr
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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
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • 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
    • 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
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G06N3/065—Analogue means

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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)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Neurology (AREA)
  • Hall/Mr Elements (AREA)
  • Semiconductor Memories (AREA)
  • Inductance-Capacitance Distribution Constants And Capacitance-Resistance Oscillators (AREA)

Abstract

L'invention concerne un réseau de neurones (100) comportant : - des chaînes synaptiques, chaque chaîne synaptique comportant des synapses, chaque synapse étant un résonateur spintronique, les résonateurs spintroniques étant en série, chaque résonateur spintronique ayant une fréquence de résonance ajustable, - des couches de neurones (102) ordonnées, chaque neurone étant un oscillateur radiofréquence oscillant à une fréquence propre, une couche inférieure étant reliée à une couche supérieure par une interconnexion (104) comportant un ensemble de chaînes synaptiques reliées à des circuits de rectification, chaque fréquence de résonance de l'ensemble de chaînes synaptiques correspondant à une fréquence propre d'un oscillateur radiofréquence de la couche inférieure.
FR1800805A 2018-07-26 2018-07-26 Reseau de neurones comportant des resonateurs spintroniques Active FR3084505B1 (fr)

Priority Applications (5)

Application Number Priority Date Filing Date Title
FR1800805A FR3084505B1 (fr) 2018-07-26 2018-07-26 Reseau de neurones comportant des resonateurs spintroniques
EP19745593.4A EP3827377A1 (fr) 2018-07-26 2019-07-25 Réseau de neurones comportant des résonateurs spintroniques
PCT/EP2019/070027 WO2020021004A1 (fr) 2018-07-26 2019-07-25 Réseau de neurones comportant des résonateurs spintroniques
CN201980053372.1A CN112567392B (zh) 2018-07-26 2019-07-25 用于实施神经网络的装置
US17/263,093 US12106207B2 (en) 2018-07-26 2019-07-25 Neural network comprising spintronic resonators

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR1800805A FR3084505B1 (fr) 2018-07-26 2018-07-26 Reseau de neurones comportant des resonateurs spintroniques

Publications (2)

Publication Number Publication Date
FR3084505A1 FR3084505A1 (fr) 2020-01-31
FR3084505B1 true FR3084505B1 (fr) 2021-09-10

Family

ID=65685371

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1800805A Active FR3084505B1 (fr) 2018-07-26 2018-07-26 Reseau de neurones comportant des resonateurs spintroniques

Country Status (5)

Country Link
US (1) US12106207B2 (fr)
EP (1) EP3827377A1 (fr)
CN (1) CN112567392B (fr)
FR (1) FR3084505B1 (fr)
WO (1) WO2020021004A1 (fr)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020053987A1 (fr) * 2018-09-12 2020-03-19 Tdk株式会社 Élément de réservoir et élément neuromorphique
US20230244922A1 (en) * 2019-08-04 2023-08-03 Chia-Chen Chan Magnetic effect artificial intelligence system
US11093794B1 (en) * 2020-02-13 2021-08-17 United States Of America As Represented By The Secretary Of The Navy Noise-driven coupled dynamic pattern recognition device for low power applications
FR3113971B1 (fr) * 2020-09-08 2023-11-03 Thales Sa dispositif implémentant un filtre convolutionnel d'un réseau de neurones
FR3138719A1 (fr) * 2022-08-02 2024-02-09 Thales Circuit neuromorphique réalisant physiquement un réseau de neurones et procédé de réalisation et d'inférence associés
CN115410664B (zh) * 2022-08-17 2025-04-22 电子科技大学 一种基于深度学习的材料自旋霍尔电导预测方法

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2009102577A1 (fr) * 2008-02-13 2009-08-20 University Of Delaware Procédés et appareil de détection d'onde électromagnétique
WO2010151247A1 (fr) * 2009-06-22 2010-12-29 Hewlett-Packard Development Company, L.P. Réseaux à résonance adaptative memristifs
US8515885B2 (en) * 2010-10-29 2013-08-20 International Business Machines Corporation Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation
US9224090B2 (en) * 2012-05-07 2015-12-29 Brain Corporation Sensory input processing apparatus in a spiking neural network
WO2015001697A1 (fr) * 2013-07-04 2015-01-08 パナソニックＩｐマネジメント株式会社 Circuit de réseau neuronal et procédé d'apprentissage associé
CN103530690A (zh) * 2013-10-31 2014-01-22 中国科学院上海微系统与信息技术研究所 一种神经元器件及神经网络
CN104809498B (zh) * 2014-01-24 2018-02-13 清华大学 一种基于神经形态电路的类脑协处理器
KR102565273B1 (ko) * 2016-01-26 2023-08-09 삼성전자주식회사 뉴럴 네트워크에 기초한 인식 장치 및 뉴럴 네트워크의 학습 방법
EP3208750A1 (fr) * 2016-02-22 2017-08-23 Universität Zürich Un réseau neuronal éléctronique analogique épais
CN107194462B (zh) * 2016-03-15 2020-05-19 清华大学 三值神经网络突触阵列及利用其的神经形态计算网络系统
FR3050050B1 (fr) * 2016-04-11 2021-10-15 Univ De Lille 1 Neurone artificiel
CN108268938B (zh) * 2018-01-24 2020-04-21 清华大学 神经网络及其信息处理方法、信息处理系统

Also Published As

Publication number Publication date
FR3084505A1 (fr) 2020-01-31
CN112567392A (zh) 2021-03-26
CN112567392B (zh) 2024-03-22
WO2020021004A1 (fr) 2020-01-30
US12106207B2 (en) 2024-10-01
EP3827377A1 (fr) 2021-06-02
US20210201123A1 (en) 2021-07-01

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