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Author:

Wang, Weiping (Wang, Weiping.) | Yu, Minghui (Yu, Minghui.) | Luo, Xiong (Luo, Xiong.) | Liu, Linlin (Liu, Linlin.) | Yuan, Manman (Yuan, Manman.) | Zhao, Wenbing (Zhao, Wenbing.)

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, the global asymptotic stability of memristive bidirectional associative memory neural networks with leakage delay and two additive time-varying delays is firstly studied. Then, we propose a novel sampled-data feedback controller to guarantee the synchronization of system based on drive/response concept. In particular, taking full advantage of the input delay approach, the Lyapunov function method and the Jensen's inequality theory, several sufficient conditions are obtained. Finally, two numerical simulation examples show the effectiveness of the designed sampled-data control strategy. Furthermore, our results can be applied to simulate the associative memory function of brain-like robots, large-scale information storage, etc. (C) 2017 Published by Elsevier Ltd.

Keyword:

Additive time-varying delay Memristive BAM neural networks Sampled-data control Leakage time-varying delay

Author Community:

  • [ 1 ] [Wang, Weiping]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 2 ] [Yu, Minghui]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 3 ] [Luo, Xiong]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 4 ] [Yuan, Manman]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 5 ] [Liu, Linlin]Beijing Univ Technol, Inst Microstruct & Properties Adv Mat, Beijing 100124, Peoples R China
  • [ 6 ] [Zhao, Wenbing]Cleveland State Univ, Dept Elect Engn & Comp Sci, Cleveland, OH 44115 USA

Reprint Author's Address:

  • [Wang, Weiping]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China;;[Luo, Xiong]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China

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Source :

CHAOS SOLITONS & FRACTALS

ISSN: 0960-0779

Year: 2017

Volume: 104

Page: 84-97

7 . 8 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:158

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 45

SCOPUS Cited Count: 48

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 13

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