Literature DB >> 26484746

Memristive Physically Evolving Networks Enabling the Emulation of Heterosynaptic Plasticity.

Yuchao Yang1, Bing Chen1, Wei D Lu1.   

Abstract

A nanoscale, solid-state physically evolving network is experimentally demonstrated, based on the self-organization of Ag nanoclusters under an electric field. The adaptive nature of the network is determined by the collective inputs from multiple terminals and allows the emulation of heterosynaptic plasticity, an important learning rule in biological systems. These effects are universally observed in devices based on different switching materials.
© 2015 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  Monte Carlo simulations; heterosynaptic plasticity; memristive switching; neuromorphic computing; physically evolving networks

Year:  2015        PMID: 26484746     DOI: 10.1002/adma.201503202

Source DB:  PubMed          Journal:  Adv Mater        ISSN: 0935-9648            Impact factor:   30.849


  10 in total

1.  Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide.

Authors:  Vinod K Sangwan; Hong-Sub Lee; Hadallia Bergeron; Itamar Balla; Megan E Beck; Kan-Sheng Chen; Mark C Hersam
Journal:  Nature       Date:  2018-02-21       Impact factor: 49.962

2.  Configurable switching behavior in polymer-based resistive memories by adopting unique electrode/electrolyte arrangement.

Authors:  Karthik Krishnan; Shaikh Mohammad Tauquir; Saranyan Vijayaraghavan; Ramesh Mohan
Journal:  RSC Adv       Date:  2021-07-02       Impact factor: 4.036

3.  Probing nanoscale oxygen ion motion in memristive systems.

Authors:  Yuchao Yang; Xiaoxian Zhang; Liang Qin; Qibin Zeng; Xiaohui Qiu; Ru Huang
Journal:  Nat Commun       Date:  2017-05-04       Impact factor: 14.919

4.  Rectifying Resistive Memory Devices as Dynamic Complementary Artificial Synapses.

Authors:  Dan Berco
Journal:  Front Neurosci       Date:  2018-10-22       Impact factor: 4.677

5.  Gate Tuning of Synaptic Functions Based on Oxygen Vacancy Distribution Control in Four-Terminal TiO2-x Memristive Devices.

Authors:  Zenya Nagata; Takuma Shimizu; Tsuyoshi Isaka; Tetsuya Tohei; Nobuyuki Ikarashi; Akira Sakai
Journal:  Sci Rep       Date:  2019-07-10       Impact factor: 4.379

6.  A distributed nanocluster based multi-agent evolutionary network.

Authors:  Liying Xu; Jiadi Zhu; Bing Chen; Zhen Yang; Keqin Liu; Bingjie Dang; Teng Zhang; Yuchao Yang; Ru Huang
Journal:  Nat Commun       Date:  2022-08-10       Impact factor: 17.694

7.  Physical mechanisms involved in the formation and operation of memory devices based on a monolayer of gold nanoparticle-polythiophene hybrid materials.

Authors:  T Zhang; D Guérin; F Alibart; D Troadec; D Hourlier; G Patriarche; A Yassin; M Oçafrain; P Blanchard; J Roncali; D Vuillaume; K Lmimouni; S Lenfant
Journal:  Nanoscale Adv       Date:  2019-05-24

8.  A flexible dual-gate hetero-synaptic transistor for spatiotemporal information processing.

Authors:  Xuerong Liu; Cui Sun; Zhecheng Guo; Yuejun Zhang; Zheng Zhang; Jie Shang; Zhicheng Zhong; Xiaojian Zhu; Xue Yu; Run-Wei Li
Journal:  Nanoscale Adv       Date:  2022-04-20

9.  Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses.

Authors:  Alexander Serb; Johannes Bill; Ali Khiat; Radu Berdan; Robert Legenstein; Themis Prodromakis
Journal:  Nat Commun       Date:  2016-09-29       Impact factor: 14.919

Review 10.  Inhibitory Plasticity: From Molecules to Computation and Beyond.

Authors:  Daniela Gandolfi; Albertino Bigiani; Carlo Adolfo Porro; Jonathan Mapelli
Journal:  Int J Mol Sci       Date:  2020-03-06       Impact factor: 5.923

  10 in total

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