Short-Term Plasticity and Synaptic Filtering Emulated in Electrolyte-Gated IGZO Transistors

被引:71
作者
Wan, Xiang [1 ]
Yang, Yi [1 ]
Feng, Ping [1 ]
Shi, Yi [1 ]
Wan, Qing [1 ]
机构
[1] Nanjing Univ, Collaborat Innovat Ctr Adv Microstruct, Sch Elect Sci & Engn, Nanjing 210093, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
Artificial synaptic devices; electric-double-layer transistors; neuromorphic systems; ARTIFICIAL SYNAPSES; MEMORY;
D O I
10.1109/LED.2016.2517080
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Artificial synaptic devices have attracted a broad interest for hardware implementation of brain-inspired neuromorphic systems. In this letter, a short-term plasticity simulation in an indium-gallium-zinc oxide (IGZO) electric-double-layer (EDL) transistor is investigated. For synaptic facilitation and depression function emulation, three-terminal EDL transistor is reduced to a two-terminal synaptic device with two modified connection schemes. Furthermore, high-pass and low-pass filtering characteristics are also successfully emulated not only for fixed-rate spike train but also for Poisson-like spike train. Our results suggest that IGZO-based EDL transistors operated in two terminal mode can be used as the building blocks for brain-like chips and neuromorphic systems.
引用
收藏
页码:299 / 302
页数:4
相关论文
共 23 条
[1]   Synaptic computation [J].
Abbott, LF ;
Regehr, WG .
NATURE, 2004, 431 (7010) :796-803
[2]   An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse [J].
Alibart, Fabien ;
Pleutin, Stephane ;
Guerin, David ;
Novembre, Christophe ;
Lenfant, Stephane ;
Lmimouni, Kamal ;
Gamrat, Christian ;
Vuillaume, Dominique .
ADVANCED FUNCTIONAL MATERIALS, 2010, 20 (02) :330-337
[3]  
[Anonymous], DENDRITIC INTEGRATIO
[4]   Single neuron dynamics and computation [J].
Brunel, Nicolas ;
Hakim, Vincent ;
Richardson, Magnus J. E. .
CURRENT OPINION IN NEUROBIOLOGY, 2014, 25 :149-155
[5]   Data Clustering using Memristor Networks [J].
Choi, Shinhyun ;
Sheridan, Patrick ;
Lu, Wei D. .
SCIENTIFIC REPORTS, 2015, 5
[6]   Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron [J].
Chu, Myonglae ;
Kim, Byoungho ;
Park, Sangsu ;
Hwang, Hyunsang ;
Jeon, Moongu ;
Lee, Byoung Hun ;
Lee, Byung-Geun .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (04) :2410-2419
[7]   Two-dimensional numerical simulation of radio frequency sputter amorphous In-Ga-Zn-O thin-film transistors [J].
Fung, Tze-Ching ;
Chuang, Chiao-Shun ;
Chen, Charlene ;
Abe, Katsumi ;
Cottle, Robert ;
Townsend, Mark ;
Kumomi, Hideya ;
Kanicki, Jerzy .
JOURNAL OF APPLIED PHYSICS, 2009, 106 (08)
[9]   Emulating the paired-pulse facilitation of a biological synapse with a NiOx-based memristor [J].
Hu, S. G. ;
Liu, Y. ;
Chen, T. P. ;
Liu, Z. ;
Yu, Q. ;
Deng, L. J. ;
Yin, Y. ;
Hosaka, Sumio .
APPLIED PHYSICS LETTERS, 2013, 102 (18)
[10]   Memory and Information Processing in Neuromorphic Systems [J].
Indiveri, Giacomo ;
Liu, Shih-Chii .
PROCEEDINGS OF THE IEEE, 2015, 103 (08) :1379-1397