Simulation of optical and electrical synaptic functions in MoS2/α-In2Se3 heterojunction memtransistors

被引:3
作者
Xiang, Tao [1 ]
Chen, Fengxiang [1 ]
Li, Xiaoli [1 ]
Wang, Xiaodong [1 ]
Yan, Yuling [1 ]
Wang, Lisheng [1 ]
机构
[1] Wuhan Univ Technol, Sch Sci, Dept Phys Sci & Technol, Wuhan 430070, Peoples R China
基金
中国国家自然科学基金;
关键词
alpha-In2Se3; MoS2; dual-gate control by electric and light; neural synaptic function simulation; 73.40.Sx; 87.18.Sn; 85.30.Pq; LAYERED ALPHA-IN2SE3;
D O I
10.1088/1674-1056/acee58
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Memtransistors combine memristors and field-effect transistors, which can introduce multi-port control and have significant applications for enriching storage methods. In this paper, multilayer alpha-In2Se3 and MoS2 were transferred to the substrate by the mechanical exfoliation method, then a heterojunction MoS2/alpha-In2Se3 memtransistor was prepared. Neural synaptic simulations were performed using electrical and optical pulses as input signals. Through measurements, such as excitatory/inhibitory post-synaptic current (EPSC/IPSC), long-term potentiation/depression (LTP/LTD), and paired-pulse facilitation/depression (PPF/PPD), it can be found that the fabricated device could simulate various functions of neural synapses well, and could work as an electronic synapse in artificial neural networks, proposing a possible solution for neuromorphic storage and computation.
引用
收藏
页数:8
相关论文
共 24 条
[1]   Synaptic computation [J].
Abbott, LF ;
Regehr, WG .
NATURE, 2004, 431 (7010) :796-803
[2]   Strain-Modulated Photoelectric Responses from a Flexible α-In2Se3/3R MoS2 Heterojunction [J].
Cai, Weifan ;
Wang, Jingyuan ;
He, Yongmin ;
Liu, Sheng ;
Xiong, Qihua ;
Liu, Zheng ;
Zhang, Qing .
NANO-MICRO LETTERS, 2021, 13 (01)
[3]   Electrically and Optically Controllable p-n Junction Memtransistor Based on an Al2O3 Encapsulated 2D Te/ReS2 van der Waals Heterostructure [J].
Duc Anh Nguyen ;
Jo, Yongcheol ;
Thi Uyen Tran ;
Jeong, Mun Seok ;
Kim, Hyungsang ;
Im, Hyunsik .
SMALL METHODS, 2021, 5 (12)
[4]   Charge trapping at the MoS2-SiO2 interface and its effects on the characteristics of MoS2 metal-oxide-semiconductor field effect transistors [J].
Guo, Yao ;
Wei, Xianlong ;
Shu, Jiapei ;
Liu, Bo ;
Yin, Jianbo ;
Guan, Changrong ;
Han, Yuxiang ;
Gao, Song ;
Chen, Qing .
APPLIED PHYSICS LETTERS, 2015, 106 (10)
[5]   Ultrasensitive Freestanding and Mechanically Durable Artificial Synapse with Attojoule Power Based on Na-Salt Doped Polymer for Biocompatible Neuromorphic Interface [J].
Hu, Luodan ;
Li, Lei ;
Chang, Kuan-Chang ;
Lin, Xinnan ;
Huang, Pei ;
Zhang, Shendong .
ADVANCED FUNCTIONAL MATERIALS, 2021, 31 (42)
[6]   Artificial Synapse Based on a 2D-SnO2 Memtransistor with Dynamically Tunable Analog Switching for Neuromorphic Computing [J].
Huang, Chi-Hsin ;
Chang, Hsuan ;
Yang, Tzu-Yi ;
Wang, Yi-Chung ;
Chueh, Yu-Lun ;
Nomura, Kenji .
ACS APPLIED MATERIALS & INTERFACES, 2021, 13 (44) :52822-52832
[7]   Extraordinary Photoresponse in Two-Dimensional In2Se3 Nanosheets [J].
Jacobs-Gedrim, Robin B. ;
Shanmugam, Mariyappan ;
Jain, Nikhil ;
Durcan, Christopher A. ;
Murphy, Michael T. ;
Murray, Thomas M. ;
Matyi, Richard J. ;
Moore, Richard L., II ;
Yu, Bin .
ACS NANO, 2014, 8 (01) :514-521
[8]   2D electric-double-layer phototransistor for photoelectronic and spatiotemporal hybrid neuromorphic integration [J].
Jiang, Jie ;
Hu, Wennan ;
Xie, Dingdong ;
Yang, Junliang ;
He, Jun ;
Gao, Yongli ;
Wan, Qing .
NANOSCALE, 2019, 11 (03) :1360-1369
[9]   Tuning the hysteresis voltage in 2D multilayer MoS2 FETs [J].
Jiang, Jie ;
Zheng, Zhouming ;
Guo, Junjie .
PHYSICA B-CONDENSED MATTER, 2016, 498 :76-81
[10]   MoS2 Synapses with Ultra-low Variability and Their Implementation in Boolean Logic [J].
Krishnaprasad, Adithi ;
Dev, Durjoy ;
Han, Sang Sub ;
Shen, Yaqing ;
Chung, Hee-Suk ;
Bae, Tae-Sung ;
Yoo, Changhyeon ;
Jung, Yeonwoong ;
Lanza, Mario ;
Roy, Tania .
ACS NANO, 2022, 16 (02) :2866-2876