基于 Memristor 的人工触觉感知系统,集传感、存储和计算功能于一体

IF 6.8 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Yulong Xie, Subhas C. Kundu, Suna Fan, Yaopeng Zhang
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引用次数: 0

摘要

由于缺乏高性能的集成人工传感和处理系统,构建人工智能交互系统仍然具有挑战性。在这项工作中,基于丝纤维素复合忆阻器和压阻压力传感器,设计了一个集传感、存储和计算功能于一体的人工触觉感知系统。基于聚二甲基硅氧烷/银纳米线的传感器可以快速感应外部压力刺激。此外,基于丝纤维素的复合忆阻器具有良好的周期稳定性和模拟突触可塑性,可作为人工突触处理触觉信息。因此,集成触觉感知系统实现了压力信息的感知、存储和处理,证明了模拟生物触觉神经系统的可能性。这种系统可促进人工智能领域的潜在应用,如自动驾驶、可穿戴柔性电子设备和仿生机器人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Memristor-based artificial tactile perception systems with integrated functions of sensing, storage and computing

Memristor-based artificial tactile perception systems with integrated functions of sensing, storage and computing

Constructing an artificial intelligence interactive system is still challenging due to the lack of an integrated artificial sensing and processing system with high performance. In this work, an artificial tactile perception system with integrated sensing, storage, and computing functions is designed based on silk fibroin composite memristors and piezoresistive pressure sensors. The sensors based on polydimethylsiloxane/silver nanowires can sense the external pressure stimulation with fast response speed. In addition, the composite memristor based on silk fibroin possesses good cyclic stability and synaptic plasticity simulation and acts as an artificial synapse to process tactile information. As a result, the integrated tactile perception system realizes the perception, storage, and processing of pressure information, demonstrating the possibility to simulate the biological tactile perception nervous system. This type of system may promote potential applications in artificial intelligence, such as autonomous driving, wearable, flexible electronic devices, and bionic robots.

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来源期刊
Science China Materials
Science China Materials Materials Science-General Materials Science
CiteScore
11.40
自引率
7.40%
发文量
949
期刊介绍: Science China Materials (SCM) is a globally peer-reviewed journal that covers all facets of materials science. It is supervised by the Chinese Academy of Sciences and co-sponsored by the Chinese Academy of Sciences and the National Natural Science Foundation of China. The journal is jointly published monthly in both printed and electronic forms by Science China Press and Springer. The aim of SCM is to encourage communication of high-quality, innovative research results at the cutting-edge interface of materials science with chemistry, physics, biology, and engineering. It focuses on breakthroughs from around the world and aims to become a world-leading academic journal for materials science.
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