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author:

Pan, Xinqiang (Pan, Xinqiang.) [1] | Wang, Jiejun (Wang, Jiejun.) [2] | Deng, Zhen (Deng, Zhen.) [3] (Scholars:邓震) | 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]

Indexed by:

EI SCIE

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.

Keyword:

memristors multimodal sensors robots sensory adaptation single-crystalline LiNbO3 thin films synaptic plasticity

Community:

  • [ 1 ] [Pan, Xinqiang]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 2 ] [Wang, Jiejun]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 3 ] [Shuai, Yao]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 4 ] [Luo, Wenbo]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 5 ] [Luo, Wen]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 6 ] [Xie, Qin]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 7 ] [Xiao, Yao]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 8 ] [Jiang, Shuwen]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 9 ] [Wu, Chuangui]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 10 ] [Zhang, Wanli]Univ Elect Sci & Technol China, State Key Lab Elect Thin Films & Integrated Devic, Chengdu 610054, Peoples R China
  • [ 11 ] [Deng, Zhen]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 12 ] [Tang, Song]Univ Shanghai Sci & Technol, Inst Machine Intelligence IMI, Shanghai 200093, Peoples R China
  • [ 13 ] [Zhu, Feng]Chinese Acad Sci, Changchun Inst Appl Chem, Changchun 130022, Jilin, Peoples R China
  • [ 14 ] [Zhang, Jianwei]Univ Hamburg, Dept Informat, Inst Tech Aspects Multimodal Syst TAMS, D-22527 Hamburg, Germany

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Source :

ADVANCED INTELLIGENT SYSTEMS

ISSN: 2640-4567

Year: 2022

Issue: 7

Volume: 4

7 . 4

JCR@2022

6 . 8 0 0

JCR@2023

ESI Discipline: ENGINEERING;

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: 5

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