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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

This paper investigates the drive-response finite-time anti-synchronization for memristive bidirectional associative memory neural networks (MBAMNNs). Firstly, a class of MBAMNNs with mixed probabilistic time-varying delays and stochastic perturbations is first formulated and analyzed in this paper. Secondly, an nonlinear control law is constructed and utilized to guarantee drive-response finite-time anti-synchronization of the neural networks. Thirdly, by employing some inequality technique and constructing an appropriate Lyapunov function, some anti-synchronization criteria are derived. Finally, a number simulation is provided to demonstrate the effectiveness of the proposed mechanism. (C) 2018 Elsevier Ltd. All rights reserved.

Keyword:

Memristor Stochastic BAM neural networks Finite-time anti-synchronization Leakage delays Probabilistic time-varying delays

Author Community:

  • [ 1 ] [Yuan, Manman]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 2 ] [Wang, Weiping]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]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 5 ] [Wang, Weiping]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 6 ] [Luo, Xiong]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 7 ] [Wang, Weiping]Humboldt Univ, Inst Phys, D-10099 Berlin, Germany
  • [ 8 ] [Liu, Linlin]Beijing Univ Technol, Inst Microstruct & Properties Adv Mat, Beijing 100124, Peoples R China
  • [ 9 ] [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;;[Wang, Weiping]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China;;[Luo, Xiong]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China;;[Wang, Weiping]Humboldt Univ, Inst Phys, D-10099 Berlin, Germany

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Source :

CHAOS SOLITONS & FRACTALS

ISSN: 0960-0779

Year: 2018

Volume: 113

Page: 244-260

7 . 8 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:145

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 29

SCOPUS Cited Count: 33

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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