A hybrid ambipolar synaptic transistor emulating multiplexed neurotransmission for motivation control and experience-dependent learning

被引:26
作者
Xu, Zhipeng [1 ]
Ni, Yao [1 ]
Han, Hong [1 ]
Wei, Huanhuan [1 ]
Liu, Lu [1 ]
Zhang, Shuo [1 ]
Huang, Hao [1 ]
Xu, Wentao [1 ]
机构
[1] Nankai Univ, Inst Optoelect Thin Film Devices & Technol, Natl Inst Adv Mat, Coll Elect Informat & Opt Engn,Key Lab Optoelect T, Tianjin 300350, Peoples R China
关键词
Hybrid ambipolar; Artificial synapse; Dual excitatory channels; Fast-switching plasticity; Task-learning process; ARTIFICIAL SYNAPSE; DEVICES; MEMORY; PERFORMANCE;
D O I
10.1016/j.cclet.2022.03.015
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Artificial synapses with full synapse-like functionalities are of crucial importance for the implementation of neuromorphic computing and bioinspired intelligent systems. In particular, the development of artificial synapses with the capability to emulate multiplexed neural transmission is highly desirable, but remains challenging. In this work, we proposed a hybrid ambipolar synaptic transistor that combines two-dimensional (2D) molybdenum disulfide (MoS 2 ) sheet and crystalline one-dimensional (1D) poly(3hexylthiophene-2,5-diyl) polymer nanowires (P3HT NWs) as dual excitatory channels. Essential synaptic functions, including excitatory postsynaptic current, paired-pulse facilitation, synaptic potentiation and depression, and dynamic filtering were emulated using the synaptic transistor. Benefitting from the dual excitatory channels of the synaptic transistor, the device achieved a fast switch between short-term and long-term memory by altering the charge carriers in the dual channels, i.e., electrons and holes. This emulated the multiplexed neural transmission of different excitatory neurotransmitters, e.g., dopamine and noradrenaline. The plasticity-switchable artificial synapse (PSAS) simulates the task-learning process of individuals under different motivations and the impact of success or failure on task learning and memory, which promises the potential to enable complex functionalities in future neuromorphic intelligent electronics. (c) 2022 Published by Elsevier B.V. on behalf of Chinese Chemical Society and Institute of Materia Medica, Chinese Academy of Medical Sciences.
引用
收藏
页数:6
相关论文
共 47 条
[1]   THE ACHIEVEMENT MOTIVE, GOAL SETTING, AND PROBABILITY PREFERENCES [J].
ATKINSON, JW ;
BASTIAN, JR ;
EARL, RW ;
LITWIN, GH .
JOURNAL OF ABNORMAL AND SOCIAL PSYCHOLOGY, 1960, 60 (01) :27-36
[2]   Multiplexed neurochemical signaling by neurons of the ventral tegmental area [J].
Barker, David J. ;
Root, David H. ;
Zhang, Shiliang ;
Morales, Marisela .
JOURNAL OF CHEMICAL NEUROANATOMY, 2016, 73 :33-42
[3]   Nonvolatile Memory Cells Based on MoS2/Graphene Heterostructures [J].
Bertolazzi, Simone ;
Krasnozhon, Daria ;
Kis, Andras .
ACS NANO, 2013, 7 (04) :3246-3252
[4]   A convergent model for cognitive dysfunctions in Parkinson's disease: the critical dopamine-acetylcholine synaptic balance [J].
Calabresi, Paolo ;
Picconi, Barbara ;
Parnetti, Lucilla ;
Di Filippo, Massimiliano .
LANCET NEUROLOGY, 2006, 5 (11) :974-983
[5]   Recent Advances in Transistor-Based Artificial Synapses [J].
Dai, Shilei ;
Zhao, Yiwei ;
Wang, Yan ;
Zhang, Junyao ;
Fang, Lu ;
Jin, Shu ;
Shao, Yinlin ;
Huang, Jia .
ADVANCED FUNCTIONAL MATERIALS, 2019, 29 (42)
[6]   Dielectric Engineered Two-Dimensional Neuromorphic Transistors [J].
Du Xiang ;
Liu, Tao ;
Zhang, Xumeng ;
Zhou, Peng ;
Chen, Wei .
NANO LETTERS, 2021, 21 (08) :3557-3565
[7]   Intrinsic polarization coupling in 2D α-In2Se3 toward artificial synapse with multimode operations [J].
Gao, Jing ;
Zheng, Yue ;
Yu, Wei ;
Wang, Yanan ;
Jin, Tengyu ;
Pan, Xuan ;
Loh, Kian Ping ;
Chen, Wei .
SMARTMAT, 2021, 2 (01) :88-98
[8]   Effects of aggregation of poly(3-hexylthiophene) in solution on uniaxial alignment of nanofibers during zone casting [J].
Gao, Xiang ;
Liu, Jian-Gang ;
Sun, Yue ;
Xing, Ru-Bo ;
Han, Yan-Chun .
CHINESE CHEMICAL LETTERS, 2013, 24 (01) :23-27
[9]   Achieving Microstructure-Controlled Synaptic Plasticity and Long-Term Retention in Ion-Gel-Gated Organic Synaptic Transistors [J].
Go, Gyeong-Tak ;
Lee, Yeongjun ;
Seo, Dae-Gyo ;
Pei, Mingyuan ;
Lee, Wanhee ;
Yang, Hoichang ;
Lee, Tae-Woo .
ADVANCED INTELLIGENT SYSTEMS, 2020, 2 (11)
[10]   Tunable Synaptic Plasticity in Crystallized Conjugated Polymer Nanowire Artificial Synapses [J].
Han, Hong ;
Xu, Zhipeng ;
Guo, Kexin ;
Ni, Yao ;
Ma, Mingxue ;
Yu, Haiyang ;
Wei, Huanhuan ;
Gong, Jiangdong ;
Zhang, Shuo ;
Xu, Wentao .
ADVANCED INTELLIGENT SYSTEMS, 2020, 2 (03)