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author:

Pan, Xinqiang (Pan, Xinqiang.) [1] | Wang, Jiejun (Wang, Jiejun.) [2] | Deng, Zhen (Deng, Zhen.) [3] | Shuai, Yao (Shuai, Yao.) [4] | Luo, Wenbo (Luo, Wenbo.) [5] | Luo, Wen (Luo, Wen.) [6] | Xie, Qin (Xie, Qin.) [7] | Xiao, Yao (Xiao, Yao.) [8] | Tang, Song (Tang, Song.) [9] | Jiang, Shuwen (Jiang, Shuwen.) [10] | Wu, Chuangui (Wu, Chuangui.) [11] | Zhu, Feng (Zhu, Feng.) [12] | Zhang, Jianwei (Zhang, Jianwei.) [13] | Zhang, Wanli (Zhang, Wanli.) [14]

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EI

Abstract:

Sensory adaptation plays a critical role in humans interacting with the environment. Inspired by humans, realization of sensory adaptation on robots can make them adapt to the environment gradually. The gradual change of sensitivity that depends on recent experience of external stimuli is the most important process for the adaptation. To realize sensory adaptation, such change of sensitivity needs to be realized. It is proposed to fabricate the memristor based on single-crystalline LiNbO3 thin film. The resistance of the memristor can be changed monotonically and gradually with the increase in the number of voltage pulses, which can be ascribed to the property of single-crystalline thin films. Based on the characteristic, it is proposed to use the memristor as artificial synapse of the proposed bioinspired system, using conductance of the memristor to denote susceptibility value to realize the gradual change of sensitivity by recent external stimuli. A novel general excitation method of signals from multimodal sensors on memristor is proposed and utilized in the signal-coupling module of the system, which makes the system realize sensory adaptation for different stimuli accepted by multimodal sensors. Using artificial sensory memory systems, sensory adaptation on robot is realized for the first time herein. © 2022 The Authors. Advanced Intelligent Systems published by Wiley-VCH GmbH.

Keyword:

Intelligent systems Lithium compounds Memristors Niobium compounds Robots Thin films

Community:

  • [ 1 ] [Pan, Xinqiang]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 2 ] [Wang, Jiejun]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 3 ] [Deng, Zhen]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 4 ] [Shuai, Yao]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 5 ] [Luo, Wenbo]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 6 ] [Luo, Wen]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 7 ] [Xie, Qin]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 8 ] [Xiao, Yao]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 9 ] [Tang, Song]Institute of Machine Intelligence (IMI), University of Shanghai for Science and Technology, Shanghai; 200093, China
  • [ 10 ] [Jiang, Shuwen]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 11 ] [Wu, Chuangui]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China
  • [ 12 ] [Zhu, Feng]Changchun Institute of Applied Chemistry, Chinese Academy of Science, Jilin, Changchun; 130022, China
  • [ 13 ] [Zhang, Jianwei]Institute of Technical Aspects of Multimodal Systems (TAMS), Department of Informatics, Universität Hamburg, Hamburg; D-22527, Germany
  • [ 14 ] [Zhang, Wanli]State Key Laboratory of Electronic Thin films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu; 610054, China

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Source :

Advanced Intelligent Systems

Year: 2022

Issue: 7

Volume: 4

7 . 4

JCR@2022

6 . 8 0 0

JCR@2023

ESI HC Threshold:66

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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