Literature DB >> 25710872

Experimental demonstration of a second-order memristor and its ability to biorealistically implement synaptic plasticity.

Sungho Kim1, Chao Du, Patrick Sheridan, Wen Ma, ShinHyun Choi, Wei D Lu.   

Abstract

Memristors have been extensively studied for data storage and low-power computation applications. In this study, we show that memristors offer more than simple resistance change. Specifically, the dynamic evolutions of internal state variables allow an oxide-based memristor to exhibit Ca(2+)-like dynamics that natively encode timing information and regulate synaptic weights. Such a device can be modeled as a second-order memristor and allow the implementation of critical synaptic functions realistically using simple spike forms based solely on spike activity.

Entities:  

Keywords:  Ca2+; Memristor; dynamics; resistive switching; second-order; synapse; synaptic plasticity

Mesh:

Year:  2015        PMID: 25710872     DOI: 10.1021/acs.nanolett.5b00697

Source DB:  PubMed          Journal:  Nano Lett        ISSN: 1530-6984            Impact factor:   11.189


  32 in total

1.  Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing.

Authors:  Zhongrui Wang; Saumil Joshi; Sergey E Savel'ev; Hao Jiang; Rivu Midya; Peng Lin; Miao Hu; Ning Ge; John Paul Strachan; Zhiyong Li; Qing Wu; Mark Barnell; Geng-Lin Li; Huolin L Xin; R Stanley Williams; Qiangfei Xia; J Joshua Yang
Journal:  Nat Mater       Date:  2016-09-26       Impact factor: 43.841

2.  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

Review 3.  Toward Reflective Spiking Neural Networks Exploiting Memristive Devices.

Authors:  Valeri A Makarov; Sergey A Lobov; Sergey Shchanikov; Alexey Mikhaylov; Viktor B Kazantsev
Journal:  Front Comput Neurosci       Date:  2022-06-16       Impact factor: 3.387

4.  Trends and Challenges in Neuroengineering: Toward "Intelligent" Neuroprostheses through Brain-"Brain Inspired Systems" Communication.

Authors:  Stefano Vassanelli; Mufti Mahmud
Journal:  Front Neurosci       Date:  2016-09-23       Impact factor: 4.677

5.  Pulse Shape and Timing Dependence on the Spike-Timing Dependent Plasticity Response of Ion-Conducting Memristors as Synapses.

Authors:  Kristy A Campbell; Kolton T Drake; Elisa H Barney Smith
Journal:  Front Bioeng Biotechnol       Date:  2016-12-26

6.  Interplay of multiple synaptic plasticity features in filamentary memristive devices for neuromorphic computing.

Authors:  Selina La Barbera; Adrien F Vincent; Dominique Vuillaume; Damien Querlioz; Fabien Alibart
Journal:  Sci Rep       Date:  2016-12-16       Impact factor: 4.379

Review 7.  On the Thermal Models for Resistive Random Access Memory Circuit Simulation.

Authors:  Juan B Roldán; Gerardo González-Cordero; Rodrigo Picos; Enrique Miranda; Félix Palumbo; Francisco Jiménez-Molinos; Enrique Moreno; David Maldonado; Santiago B Baldomá; Mohamad Moner Al Chawa; Carol de Benito; Stavros G Stavrinides; Jordi Suñé; Leon O Chua
Journal:  Nanomaterials (Basel)       Date:  2021-05-11       Impact factor: 5.076

8.  Memristor Circuits for Simulating Neuron Spiking and Burst Phenomena.

Authors:  Giacomo Innocenti; Mauro Di Marco; Alberto Tesi; Mauro Forti
Journal:  Front Neurosci       Date:  2021-06-10       Impact factor: 4.677

9.  Investigation and Manipulation of Different Analog Behaviors of Memristor as Electronic Synapse for Neuromorphic Applications.

Authors:  Changhong Wang; Wei He; Yi Tong; Rong Zhao
Journal:  Sci Rep       Date:  2016-03-14       Impact factor: 4.379

10.  Simulation of synaptic short-term plasticity using Ba(CF3SO3)2-doped polyethylene oxide electrolyte film.

Authors:  C T Chang; F Zeng; X J Li; W S Dong; S H Lu; S Gao; F Pan
Journal:  Sci Rep       Date:  2016-01-07       Impact factor: 4.379

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