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A multimode‐fused sensory memory system based on a robust self‐assembly nanoscaffolded BaTiO3:Eu2O3 memristor

Authors :
Xiaobing Yan
Yinxing Zhang
Ziliang Fang
Yong Sun
Pan Liu
Jiameng Sun
Xiaotong Jia
Shiqing Sun
Zhenqiang Guo
Zhen Zhao
Source :
InfoMat, Vol 5, Iss 9, Pp n/a-n/a (2023)
Publication Year :
2023
Publisher :
Wiley, 2023.

Abstract

Abstract Biologically inspired neuromorphic sensory memory systems based on memristor have received a lot of attention in the booming artificial intelligence industry due to significant potential to effectively process multi‐sensory signals from complex external environments. However, many memristors have significant switching parameters disperse, which is a great challenge for using memristors in bionic neuromorphic sensory memory systems. Herein, a stable ferroelectric memristor based on the Pd/BaTiO3:Eu2O3/La0.67Sr0.33MnO3 grown on Silicon structure with SrTiO3 as buffer layer is presented. The device possesses low coercive field voltage (−1.3–2.1 V) and robust endurance characteristic (~1010 cycles) through optimizing the growth temperature. More importantly, an ultra‐stable artificial multimodal sensory memory system with visual and tactile functions was reported for the first time by combining a pressure sensor, a photosensitive sensor, and a robotic arm. Utilizing the above system, the sensitivity value of the system is expressed by the conductance of the memristor to realize the gradual change of external stimulus, and multi signals inputs at the same time to this system have faithfully achieved sensory adaptation to multimodal sensors. This work paves the way for future development of memristor‐based perception systems in efficient multisensory neural robots.

Details

Language :
English
ISSN :
25673165
Volume :
5
Issue :
9
Database :
Directory of Open Access Journals
Journal :
InfoMat
Publication Type :
Academic Journal
Accession number :
edsdoj.1eae2b6a17114cc096e42a3f61c8a8f0
Document Type :
article
Full Text :
https://doi.org/10.1002/inf2.12429