A hybrid ambipolar synaptic transistor emulating multiplexed neurotransmission for motivation control and experience-dependent learning  被引量:2

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作  者:Zhipeng Xu Yao Ni Hong Han Huanhuan Wei Lu Liu Shuo Zhang Hao Huang Wentao Xu 

机构地区:[1]Institute of Optoelectronic Thin Film Devices and Technology,Key Laboratory of Optoelectronic Thin Film Devices and Technology of Tianjin,College of Electrical Information and Optical Engineering,National Institute for Advanced Materials,Nankai University,Tianjin 300350,China

出  处:《Chinese Chemical Letters》2023年第2期557-562,共6页中国化学快报(英文版)

基  金:supported by the National Science Fund for Distinguished Young Scholars of China (No. T2125005);the Tianjin Science Foundation for Distinguished Young Scholars (No. 19JCJQJC61000);the Shenzhen Science and Technology Project (No. JCYJ20210324121002008)。

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(Mo S_(2)) sheet and crystalline one-dimensional(1D) poly(3-hexylthiophene-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.

关 键 词:Hybrid ambipolar Artificial synapse Dual excitatory channels Fast-switching plasticity Task-learning process 

分 类 号:TN32[电子电信—物理电子学]

 

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