光遗传学
神经形态工程学
记忆电阻器
可重构性
神经科学
仿真
光电子学
材料科学
人工神经网络
计算机科学
电子工程
人工智能
工程类
电信
生物
经济
经济增长
作者
Qihao Sun,Zhecheng Guo,Xiaojian Zhu,Qian Jiang,Huiyuan Liu,Xuerong Liu,Cui Sun,Yuejun Zhang,Wu Liu,Run‐Wei Li
出处
期刊:Nanoscale
[The Royal Society of Chemistry]
日期:2023-01-01
卷期号:15 (23): 10050-10056
被引量:11
摘要
Memristive synapses compatible with optogenetic techniques allow for the fast and low-power manipulation of memory activities using light in artificial neural systems. However, most of the optoelectronic memristors operate in the hybrid optic-electric mode; the reversible regulation of memristive states solely using light for optogenetic emulation is difficult. In this work, an all-optical controlled optoelectronic memristor (Au/Cs2AgBiBr6/Au) is developed for mimicking optogenetics-tuned memory formation and erasing behaviors in biological synapses. We show that the memristor exhibits positive and negative persistent photoconductivity effects under different light wavelengths, attributed to light-regulated carrier de-trapping/trapping at the Au/Cs2AgBiBr6 interface. This device can emulate both excitatory and inhibitory synaptic plasticity and associated learning and memory effects under light illumination. We constructed a prototype optoelectronic synaptic array and implemented the all-optically controlled memory implantation, erasing, and modification, demonstrating the light-reconfigured cognition capabilities. Our findings will inspire the development of all-optically controlled artificial neural systems with good reconfigurability for efficient neuromorphic computing and machine vision.
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