基于zn2sno4的视觉感知光电突触器件及其应用。

IF 10.7 1区 综合性期刊 Q1 Multidisciplinary
Research Pub Date : 2025-09-09 eCollection Date: 2025-01-01 DOI:10.34133/research.0884
Shan Xu, Zhiyuan Guan, Wenqi Yang, Zhenyu Zhou, Zixuan Zhang, Lulu Wang, Xiaoxu Li, Yuchen Li, Xiaobing Yan
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引用次数: 0

摘要

视觉仿生系统在环境感知人工智能的发展中具有重要意义。然而,传统的人工视觉系统由于图像感知、存储和处理单元的物理分离,存在系统复杂、能耗高等问题。本文设计了一种ITO/ZTO/ZnO/ITO/Mica结构的光电突触器件,该器件集光传感、信息存储和逻辑计算于一体。利用其优异的光响应特性,成功地模拟了PPF、学习经验行为和巴甫洛夫实验。在一个3 × 5的阵列中,使用2种不同的光照条件识别隐藏在“E”中的“F”,成功地模拟了颜色识别。在此基础上,进一步设计了基于嵌入式平台的自动会议车系统,并利用ZTO器件的光响应成功实现了会议车行为。这一发现证明了ZTO器件在模拟生物突触行为方面的潜力,为神经科学研究和生物电子器件的发展提供了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Zn2SnO4-Based Optoelectronic Synaptic Device for Visual Perception and Applications.

Visual bionic systems are of crucial importance in the development of artificial intelligence for environmental perception. However, the traditional artificial vision system has problems such as complex system and high energy consumption due to the physical separation of image perception, storage, and processing unit. In this work, we designed an ITO/ZTO/ZnO/ITO/Mica structure optoelectronic synaptic device, which is capable of integrating optical sensing, information storage, and logic computation. Utilizing its excellent light response characteristics, the PPF, learning-experience behavior, and Pavlov experiment were successfully simulated. In a 3 × 5 array, the "F" hidden in "E" was identified by using 2 different lighting conditions, successfully simulating color recognition. Furthermore, a further design of an automatic meeting vehicle system based on the embedded platform was carried out, and the meeting vehicle behavior was successfully achieved by utilizing the light response of the ZTO device. This discovery demonstrates the potential of ZTO devices in simulating the behavior of biological synapses, providing new avenue for neuroscience research and the development of bioelectronic devices.

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来源期刊
Research
Research Multidisciplinary-Multidisciplinary
CiteScore
13.40
自引率
3.60%
发文量
0
审稿时长
14 weeks
期刊介绍: Research serves as a global platform for academic exchange, collaboration, and technological advancements. This journal welcomes high-quality research contributions from any domain, with open arms to authors from around the globe. Comprising fundamental research in the life and physical sciences, Research also highlights significant findings and issues in engineering and applied science. The journal proudly features original research articles, reviews, perspectives, and editorials, fostering a diverse and dynamic scholarly environment.
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