Bidirectional All‐Optical Synapses Based on a 2D Bi2O2Se/Graphene Hybrid Structure for Multifunctional Optoelectronics

神经形态工程学 材料科学 石墨烯 光电子学 光电探测器 响应度 计算机科学 纳米技术 人工神经网络 人工智能
作者
Chia‐Ming Yang,Tsung‐Cheng Chen,Dharmendra Verma,Lain‐Jong Li,Bo Liu,Wen‐Hao Chang,Chao‐Sung Lai
出处
期刊:Advanced Functional Materials [Wiley]
卷期号:30 (30) 被引量:253
标识
DOI:10.1002/adfm.202001598
摘要

Abstract Neuromorphic computing has been extensively studied to mimic the brain functions of perception, learning, and memory because it may overcome the von Neumann bottleneck. Here, with the light‐induced bidirectional photoresponse of the proposed Bi 2 O 2 Se/graphene hybrid structure, its potential use in next‐generation neuromorphic hardware is examined with three distinct optoelectronic applications. First, a photodetector based on a Bi 2 O 2 Se/graphene hybrid structure presents positive and negative photoresponsibility of 88 and −110 A W −1 achieved by the excitation of visible wavelength and ultraviolet wavelength light at intensities of 1.2 and 0.3 mW cm −2 , respectively. Second, this unique photoresponse contributes to the realization of all optically stimulated long‐term potentiation or long‐term depression to mimic synaptic short‐term plasticity and long‐term plasticity, which are attributed to the combined effect of photoconductivity, bolometric, and photoinduced desorption. Third, the devices are applied to perform digital logic functions, such as “AND” and “OR,” using full light modulation. The proposed Bi 2 O 2 Se/graphene‐based optoelectronic device represents an innovative and efficient building block for the development of future multifunctional artificial neuromorphic systems.
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