journal article·2021-06

Optogenetics‐Inspired Neuromorphic Optoelectronic Synaptic Transistors with Optically Modulated Plasticity

Yilin Sun, Yingtao Ding, Dan Xie, Jianlong Xu, Mengxing Sun, Pengfei Yang, Yanfeng Zhang

Advanced Optical Materials· Volume 9· Issue 12
Publisher page

Abstract

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 MoS2/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 MoS2/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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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Photoreceptor and optogenetics research · Neuroscience and Neural Engineering

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Information and Electronics Beijing Institute of Technology Beijing 100081 P. R. China

Institute of Microelectronics Beijing National Research Center for Information Science and Technology (BNRist) Tsinghua University Beijing 100084 P. R. China

Institute of Functional Nano & Soft Materials (FUNSOM) Jiangsu Key Laboratory for Carbon‐Based Functional Materials & Devices Soochow University Suzhou Jiangsu 215123 P. R. China

Center for Nanochemistry (CNC) Academy for Advanced Interdisciplinary Studies Department of Materials Science and Engineering College of Engineering Peking University Beijing 100871 P. R. China

Funding

National Natural Science Foundation of China

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