基于忆阻器的感-存-算一体化人工触觉感知系统
Memristor-based artificial tactile perception systems with integrated functions of sensing,storage and computing
谢玉龙 1Subhas C.Kundu 2范苏娜 1张耀鹏1
作者信息
- 1. State Key Laboratory for Modification of Chemical Fibers and Polymer Materials,College of Materials Science and Engineering,Donghua University,Shanghai 201620,China
- 2. 3Bs Research Group,I3Bs-Research Institute on Biomaterials,Biodegradables and Biomimetics,Headquarters of the European Institute of Excellence on Tissue Engineering and Regenerative Medicine,University of Minho,Barco,Guimarães,4805-017,Portugal
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摘要
构筑人工智能交互系统依然存在挑战,其原因在于缺少高性能的感知-计算集成系统.本研究基于丝素蛋白复合忆阻器与压阻式传感器设计了集感-存-算功能于一体的人工触觉感知系统.传感器由聚二甲基硅氧烷/银纳米线构成,可快速响应外界压力刺激.丝素蛋白复合忆阻器具有优异的循环稳定性及突触可塑性模拟功能,可作为人工突触处理触觉信息.本文集成的触觉感知系统可实现对压力信号的感知、存储及加工,证实了其模拟生物体触觉神经系统的可能,有望在自动驾驶、可穿戴柔性电子、仿生机器人等人工智能领域广泛应用.
Abstract
Constructing an artificial intelligence inter-active system is still challenging due to the lack of an in-tegrated 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 mem-ristors and piezoresistive pressure sensors.The sensors based on polydimethylsiloxane/silver nanowires can sense the ex-ternal pressure stimulation with fast response speed.In ad-dition,the composite memristor based on silk fibroin possesses good cyclic stability and synaptic plasticity simula-tion and acts as an artificial synapse to process tactile in-formation.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 in-telligence,such as autonomous driving,wearable,flexible electronic devices,and bionic robots.
关键词
memristor/silk fibroin/artificial tactile perception system/synapse/memristive mechanismKey words
memristor/silk fibroin/artificial tactile perception system/synapse/memristive mechanism引用本文复制引用
出版年
2024
NETL
NSTL
万方数据