Emulating the paired-pulse facilitation of a biological synapse with a NiOx-based memristor

被引:156
作者
Hu, S. G. [1 ]
Liu, Y. [1 ]
Chen, T. P. [2 ]
Liu, Z. [3 ]
Yu, Q. [1 ]
Deng, L. J. [1 ]
Yin, Y. [4 ]
Hosaka, Sumio [4 ]
机构
[1] Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[3] Guangdong Univ Technol, Sch Mat & Energy, Guangzhou 510006, Guangdong, Peoples R China
[4] Gunma Univ, Grad Sch Engn, Kiryu, Gunma 3768515, Japan
关键词
RESISTIVE SWITCHING MEMORY; ATOMIC SWITCH; PLASTICITY; DEVICE; FILM;
D O I
10.1063/1.4804374
中图分类号
O59 [应用物理学];
学科分类号
摘要
We study the paired-pulse-induced response of a NiOx-based memristor. The behavior of the memristor is surprisingly similar to the paired-pulse facilitation of a biological synapse. When the memristor is stimulated with a pair of electrical pulses, the current of the memristor induced by the second pulse is larger than that by the first pulse. In addition, the magnitude of the facilitation decreases with the pulse interval, while it increases with the pulse magnitude or pulse width. (C) 2013 AIP Publishing LLC.
引用
收藏
页数:4
相关论文
共 22 条
[1]  
Atluri PP, 1996, J NEUROSCI, V16, P5661
[2]   Neural Learning Circuits Utilizing Nano-Crystalline Silicon Transistors and Memristors [J].
Cantley, Kurtis D. ;
Subramaniam, Anand ;
Stiegler, Harvey J. ;
Chapman, Richard A. ;
Vogel, Eric M. .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (04) :565-573
[3]   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
[4]   Synaptic behaviors of a single metal-oxide-metal resistive device [J].
Choi, Sang-Jun ;
Kim, Guk-Bae ;
Lee, Kyoobin ;
Kim, Ki-Hong ;
Yang, Woo-Young ;
Cho, Soohaeng ;
Bae, Hyung-Jin ;
Seo, Dong-Seok ;
Kim, Sang-Il ;
Lee, Kyung-Jin .
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING, 2011, 102 (04) :1019-1025
[5]   Energy-Efficient Neuron, Synapse and STDP Integrated Circuits [J].
Cruz-Albrecht, Jose M. ;
Yung, Michael W. ;
Srinivasa, Narayan .
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2012, 6 (03) :246-256
[6]   Learning Abilities Achieved by a Single Solid-State Atomic Switch [J].
Hasegawa, Tsuyoshi ;
Ohno, Takeo ;
Terabe, Kazuya ;
Tsuruoka, Tohru ;
Nakayama, Tomonobu ;
Gimzewski, James K. ;
Aono, Masakazu .
ADVANCED MATERIALS, 2010, 22 (16) :1831-+
[7]   Design of an electronic synapse with spike time dependent plasticity based on resistive memory device [J].
Hu, S. G. ;
Wu, H. T. ;
Liu, Y. ;
Chen, T. P. ;
Liu, Z. ;
Yu, Q. ;
Yin, Y. ;
Hosaka, Sumio .
JOURNAL OF APPLIED PHYSICS, 2013, 113 (11)
[8]   Effect of Heat Diffusion During State Transitions in Resistive Switching Memory Device Based on Nickel-Rich Nickel Oxide Film [J].
Hu, S. G. ;
Liu, Yang ;
Chen, T. P. ;
Liu, Zhen ;
Yang, Ming ;
Yu, Qi ;
Fung, S. .
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2012, 59 (05) :1558-1562
[9]   A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity [J].
Indiveri, G ;
Chicca, E ;
Douglas, R .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2006, 17 (01) :211-221
[10]   Nanoscale Memristor Device as Synapse in Neuromorphic Systems [J].
Jo, Sung Hyun ;
Chang, Ting ;
Ebong, Idongesit ;
Bhadviya, Bhavitavya B. ;
Mazumder, Pinaki ;
Lu, Wei .
NANO LETTERS, 2010, 10 (04) :1297-1301