Synaptic Metaplasticity Realized in Oxide Memristive Devices

被引:219
作者
Tan, Zheng-Hua [1 ]
Yang, Rui [1 ]
Terabe, Kazuya [2 ]
Yin, Xue-Bing [1 ]
Zhang, Xiao-Dong [1 ]
Guo, Xin [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Mat Sci & Engn, Lab Solid State Ion, Wuhan 430074, Peoples R China
[2] Natl Inst Mat Sci, Int Ctr Mat Nanoarchitecton WPI MANA, Tsukuba, Ibaraki 3050044, Japan
基金
中国国家自然科学基金;
关键词
PLASTICITY; MEMORY; RESISTANCE; PERFORMANCE; EVOLUTION; SYNAPSES; KINETICS; CHANNEL;
D O I
10.1002/adma.201503575
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
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.
引用
收藏
页码:377 / 384
页数:8
相关论文
共 52 条
[1]   Metaplasticity: A new vista across the field of synaptic plasticity [J].
Abraham, WC ;
Tate, WP .
PROGRESS IN NEUROBIOLOGY, 1997, 52 (04) :303-323
[2]   Metaplasticity: The plasticity of synaptic plasticity [J].
Abraham, WC ;
Bear, MF .
TRENDS IN NEUROSCIENCES, 1996, 19 (04) :126-130
[3]   Metaplasticity: tuning synapses and networks for plasticity [J].
Abraham, Wickliffe C. .
NATURE REVIEWS NEUROSCIENCE, 2008, 9 (05) :387-399
[4]   A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing [J].
Alibart, Fabien ;
Pleutin, Stephane ;
Bichler, Olivier ;
Gamrat, Christian ;
Serrano-Gotarredona, Teresa ;
Linares-Barranco, Bernabe ;
Vuillaume, Dominique .
ADVANCED FUNCTIONAL MATERIALS, 2012, 22 (03) :609-616
[5]  
[Anonymous], 1949, ORG BEHAV NEUROPHYSI
[6]   The ability of a surface charge approach to describe barrier film growth on tungsten in acidic solutions [J].
Bojinov, M .
ELECTROCHIMICA ACTA, 1997, 42 (23-24) :3489-3498
[7]   Physical origin of the resistance drift exponent in amorphous phase change materials [J].
Boniardi, Mattia ;
Ielmini, Daniele .
APPLIED PHYSICS LETTERS, 2011, 98 (24)
[8]   Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor [J].
Chang, Ting ;
Jo, Sung-Hyun ;
Lu, Wei .
ACS NANO, 2011, 5 (09) :7669-7676
[9]   Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics [J].
Du, Chao ;
Ma, Wen ;
Chang, Ting ;
Sheridan, Patrick ;
Lu, Wei D. .
ADVANCED FUNCTIONAL MATERIALS, 2015, 25 (27) :4290-4299
[10]   Complementary and bipolar regimes of resistive switching in TiN/HfO2/TiN stacks grown by atomic-layer deposition [J].
Egorov, K. V. ;
Kirtaev, R. V. ;
Lebedinskii, Yu Yu ;
Markeev, A. M. ;
Matveyev, Yu A. ;
Orlov, O. M. ;
Zablotskiy, A. V. ;
Zenkevich, A. V. .
PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE, 2015, 212 (04) :809-816