Artificial Sensory Memory

Advanced Materials
Changjin WanXiaodong Chen

Abstract

Sensory memory, formed at the beginning while perceiving and interacting with the environment, is considered a primary source of intelligence. Transferring such biological concepts into electronic implementation aims at achieving perceptual intelligence, which would profoundly advance a broad spectrum of applications, such as prosthetics, robotics, and cyborg systems. Here, the recent developments in the design and fabrication of artificial sensory memory devices are summarized and their applications in recognition, manipulation, and learning are highlighted. The emergence of such devices benefits from recent progress in both bioinspired sensing and neuromorphic engineering technologies and derives from abundant inspiration and benchmarks from an improved understanding of biological sensory processing. Increasing attention to this area would offer unprecedented opportunities toward new hardware architecture of artificial intelligence, which could extend the capabilities of digital systems with emotional/psychological attributes. Pending challenges are also addressed to aspects such as integration level, energy efficiency, and functionality, which would undoubtedly shed light on the future development of translational implementa...Continue Reading

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Citations

Sep 16, 2020·Nature Communications·Changjin WanXiaodong Chen
Aug 5, 2020·Nanoscale Horizons : the Home for Rapid Reports of Exceptional Significance in Nanoscience and Nanotechnolgy·Hong HanWentao Xu
Dec 29, 2020·Nanoscale Horizons : the Home for Rapid Reports of Exceptional Significance in Nanoscience and Nanotechnolgy·Sungjun KimJin-Hong Park
Jun 9, 2021·Nature Communications·Tianda FuJun Yao
Jun 23, 2021·Acta Biomaterialia·Baoqing NieJian Liu
May 21, 2020·ACS Applied Materials & Interfaces·Fei YuTom Wu
Feb 6, 2020·ACS Nano·Yongjun Lee, Jong-Hyun Ahn
Mar 24, 2020·Chemical Reviews·Ziyu LvSu-Ting Han
Mar 11, 2020·ACS Applied Materials & Interfaces·Rengjian YuTailiang Guo
Oct 14, 2021·Chemical Communications : Chem Comm·Xin HuangYunqi Liu

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