Literature DB >> 26573772

Synaptic Metaplasticity Realized in Oxide Memristive Devices.

Zheng-Hua Tan1, Rui Yang1, Kazuya Terabe2, Xue-Bing Yin1, Xiao-Dong Zhang1, Xin Guo1.   

Abstract

Metaplasticity, a higher order of synaptic plasticity, as well as a key issue in neuroscience, is realized with artificial synapses based on a WO3 thin film, and the activity-dependent metaplastic responses of the artificial synapses, such as spike-timing-dependent plasticity, are systematically investigated. This work has significant implications in neuromorphic computation.
© 2015 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Keywords:  WO3; memristive devices; metaplasticity; spike-timing-dependent plasticity

Mesh:

Substances:

Year:  2015        PMID: 26573772     DOI: 10.1002/adma.201503575

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


  9 in total

1.  Palimpsest memories stored in memristive synapses.

Authors:  Christos Giotis; Alexander Serb; Vasileios Manouras; Spyros Stathopoulos; Themis Prodromakis
Journal:  Sci Adv       Date:  2022-06-22       Impact factor: 14.957

2.  Synaptic metaplasticity in binarized neural networks.

Authors:  Axel Laborieux; Maxence Ernoult; Tifenn Hirtzlin; Damien Querlioz
Journal:  Nat Commun       Date:  2021-05-05       Impact factor: 14.919

3.  Pavlovian conditioning demonstrated with neuromorphic memristive devices.

Authors:  Zheng-Hua Tan; Xue-Bing Yin; Rui Yang; Shao-Bo Mi; Chun-Lin Jia; Xin Guo
Journal:  Sci Rep       Date:  2017-04-06       Impact factor: 4.379

4.  Time-decay Memristive Behavior and diffusive dynamics in one forget process operated by a 3D vertical Pt/Ta2O5-x/W device.

Authors:  Qi Wang; Deyan He
Journal:  Sci Rep       Date:  2017-04-11       Impact factor: 4.379

5.  Low-Voltage Oscillatory Neurons for Memristor-Based Neuromorphic Systems.

Authors:  Qilin Hua; Huaqiang Wu; Bin Gao; Qingtian Zhang; Wei Wu; Yujia Li; Xiaohu Wang; Weiguo Hu; He Qian
Journal:  Glob Chall       Date:  2019-08-07

Review 6.  Stochastic Resonance in Organic Electronic Devices.

Authors:  Yoshiharu Suzuki; Naoki Asakawa
Journal:  Polymers (Basel)       Date:  2022-02-15       Impact factor: 4.329

7.  The Image Identification Application with HfO2-Based Replaceable 1T1R Neural Networks.

Authors:  Jinfu Lin; Hongxia Liu; Shulong Wang; Dong Wang; Lei Wu
Journal:  Nanomaterials (Basel)       Date:  2022-03-25       Impact factor: 5.076

8.  Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices.

Authors:  Zhongqiang Wang; Tao Zeng; Yanyun Ren; Ya Lin; Haiyang Xu; Xiaoning Zhao; Yichun Liu; Daniele Ielmini
Journal:  Nat Commun       Date:  2020-03-20       Impact factor: 14.919

9.  Hardware Demonstration of SRDP Neuromorphic Computing with Online Unsupervised Learning Based on Memristor Synapses.

Authors:  Ruiyi Li; Peng Huang; Yulin Feng; Zheng Zhou; Yizhou Zhang; Xiangxiang Ding; Lifeng Liu; Jinfeng Kang
Journal:  Micromachines (Basel)       Date:  2022-03-11       Impact factor: 2.891

  9 in total

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