神经形态工程学
材料科学
光遗传学
光电子学
调制(音乐)
长时程增强
神经科学
门控
突触标度
变质塑性
计算机科学
突触可塑性
物理
人工神经网络
生物
人工智能
受体
生物化学
声学
作者
Yilin Sun,Yingtao Ding,Dan Xie,Jianlong Xu,Mengxing Sun,Pengfei Yang,Yanfeng Zhang
标识
DOI:10.1002/adom.202002232
摘要
Abstract Plasticity modulation, which enables the biological synapses to express rich functionality in a tunable way, is an important technique to comprehensively emulate the synaptic functions for artificial neuromorphic computing systems. However, the reliable modulation on the synaptic plasticity has not been well realized at the device level due to the uncontrollable movement of ions or electrons in solid state electronic materials. Here, inspired by the optogenetics that modifies the synaptic plasticity by optical modulation, the authors propose an optoelectronic synaptic transistor based on MoS 2 /quantum dots (QDs) mixed‐dimensional heterostructure with optically modulated plasticity. The transmission of neuronal signaling in biological retina has been faithfully emulated under the optical modulation, where the post‐synaptic current is inhibited in the dark and enlarged upon illumination. Moreover, a light‐induced inversion between synaptic potentiation and depression is also demonstrated. Such optical modulation on synaptic plasticity can be attributed to the photo‐gating effect dominating the switching characteristics of the MoS 2 /QDs heterostructure channel under the stimulation of specific electric signals. The authors’ results provide a feasible strategy to realize functional diversity under the optical modulation for synaptic transistors and promote the development of a neuromorphic optoelectronic hardware platform.
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