All-Optical Controlled Bidirectional Synaptic Transistors for Motion Perception

IF 4.5 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Electron Device Letters Pub Date : 2024-12-23 DOI:10.1109/LED.2024.3521039
Xiaotao Jing;Rui Wang;Dingwei Li;Wanlin Zhang;Tonglong Zeng;Qi Huang;Xiaohua Ma;Bowen Zhu;Hong Wang;Yue Hao
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Abstract

Bidirectional photoresponsive synaptic devices offer distinct advantages and significant potential for applications in artificial visual systems. However, most existing artificial optical synapses require both optical stimulation and separate electrical control to achieve bidirectional synaptic conductance modulation, thereby increasing processing time and system complexity. In this study, we developed a bidirectional photoresponsive synaptic transistor based on a heterostructure of indium oxide (In2O3) and organic semiconductor, which exhibits positive response to ultraviolet (UV) light and negative response to red-light illumination. Leveraging their reversible conductance tunability, we simulated artificial neural networks for handwritten digit recognition, achieving an accuracy of 94.7%. Furthermore, the synaptic transistors can be utilized for precise motion perception, achieving 100% prediction accuracy.
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用于运动感知的全光控制双向突触晶体管
双向光响应突触装置在人工视觉系统中具有明显的优势和巨大的应用潜力。然而,现有的人工光突触大多需要光刺激和单独的电控制来实现突触的双向电导调制,从而增加了处理时间和系统复杂性。在这项研究中,我们开发了一种基于氧化铟(In2O3)和有机半导体异质结构的双向光响应突触晶体管,该晶体管对紫外光(UV)光表现出正响应,对红光照明表现出负响应。利用它们的可逆电导可调性,我们模拟了人工神经网络用于手写数字识别,达到了94.7%的准确率。此外,突触晶体管可以用于精确的运动感知,达到100%的预测精度。
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来源期刊
IEEE Electron Device Letters
IEEE Electron Device Letters 工程技术-工程:电子与电气
CiteScore
8.20
自引率
10.20%
发文量
551
审稿时长
1.4 months
期刊介绍: IEEE Electron Device Letters publishes original and significant contributions relating to the theory, modeling, design, performance and reliability of electron and ion integrated circuit devices and interconnects, involving insulators, metals, organic materials, micro-plasmas, semiconductors, quantum-effect structures, vacuum devices, and emerging materials with applications in bioelectronics, biomedical electronics, computation, communications, displays, microelectromechanics, imaging, micro-actuators, nanoelectronics, optoelectronics, photovoltaics, power ICs and micro-sensors.
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