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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

The global exponential antisynchronization inmean square ofmemristive neural networks with stochastic perturbation and mixed time- varying delays is studied in this paper. Then, two kinds of novel delay- dependent and delay- independent adaptive controllers are designed. With the ability of adapting to environment changes, the proposed controllers can modify their behaviors to achieve the best performance. In particular, on the basis of the differential inclusions theory, inequality theory, and stochastic analysis techniques, several sufficient conditions are obtained to guarantee the exponential antisynchronization between the drive system and response system. Furthermore, two numerical simulation examples are provided to the validity of the derived criteria.

Keyword:

Author Community:

  • [ 1 ] [Yu, Minghui]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]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 5 ] [Yu, Minghui]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 6 ] [Wang, Weiping]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 7 ] [Luo, Xiong]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 8 ] [Yuan, Manman]Beijing Key Lab Knowledge Engn Mat Sci, Beijing 100083, Peoples R China
  • [ 9 ] [Liu, Linlin]Beijing Univ Technol, Inst Microstruct & Properties Adv Mat, Beijing 100124, Peoples R China

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

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Source :

MATHEMATICAL PROBLEMS IN ENGINEERING

ISSN: 1024-123X

Year: 2017

Volume: 2017

ESI Discipline: ENGINEERING;

ESI HC Threshold:165

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 14

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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