神经形态工程学
材料科学
突触
光电子学
光子学
等离子体子
记忆电阻器
神经促进
多路复用
纳米技术
人工神经网络
突触可塑性
人工智能
神经科学
电信
电子工程
生物
计算机科学
生物化学
工程类
受体
作者
Lin Yang,Mriganka Singh,Shin‐Wei Shen,Ke‐Yun Chih,Shun‐Wei Liu,Chih‐I Wu,Chih‐Wei Chu,Hao‐Wu Lin
标识
DOI:10.1002/adfm.202008259
摘要
Abstract With the rapid development of artificial intelligence, the simulation of the human brain for neuromorphic computing has demonstrated unprecedented progress. Photonic artificial synapses are strongly desirable owing to their higher neuron selectivity, lower crosstalk, wavelength multiplexing capabilities, and low operating power compared to their electric counterparts. This study demonstrates a highly transparent and flexible artificial synapse with a two‐terminal architecture that emulates photonic synaptic functionalities. This optically triggered artificial synapse exhibits clear synaptic characteristics such as paired‐pulse facilitation, short/long‐term memory, and synaptic behavior analogous to that of the iris in the human eye. Ultraviolet light illumination‐induced neuromorphic characteristics exhibited by the synapse are attributed to carrier trapping and detrapping in the SnO2 nanoparticles and CsPbCl3 perovskite interface. Moreover, the ability to detect deep red light without changes in synaptic behavior indicates the potential for dual‐mode operation. This study establishes a novel two‐terminal architecture for highly transparent and flexible photonic artificial synapse that can help facilitate higher integration density of transparent 3D stacking memristors, and make it possible to approach optical learning, memory, computing, and visual recognition.
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