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作者:

Zhang, Yan (Zhang, Yan.) | Qiao, Yuanhua (Qiao, Yuanhua.) (学者:乔元华) | Duan, Lijuan (Duan, Lijuan.) | Miao, Jun (Miao, Jun.)

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摘要:

In this paper, the multistability of almost periodic solution of Clifford-valued Cohen-Grossberg neural networks (CGNNs) with time-varying delays is investigated. Firstly, the positive invariant set of the solutions are given by dividing the regions and inequality technique. Then, the existence and local exponential stability of [Pi(A) (K-A+1)](n) almost periodic solutions of the delayed Clifford-valued CGNNs are proved by constructing auxiliary function and Lyapunov function. Next, the attraction basins of the almost periodic solutions are given. Finally, a numerical example is given to demonstrate the effectiveness and feasibility of the derived theoretical results.

关键词:

Exponential stability Multistability Existence Almost periodic solutions Clifford-valued Cohen-Grossberg neural networks

作者机构:

  • [ 1 ] [Zhang, Yan]Wenzhou Univ Technol, Sch Data Sci & Artificial Intelligence, Wenzhou 325000, Peoples R China
  • [ 2 ] [Zhang, Yan]Beijing Univ Technol, Fac Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Qiao, Yuanhua]Beijing Univ Technol, Fac Sci, Beijing 100124, Peoples R China
  • [ 4 ] [Duan, Lijuan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Miao, Jun]Beijing Informat Sci & Technol Univ, Sch Comp Sci, Beijing 100101, Peoples R China

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来源 :

CHAOS SOLITONS & FRACTALS

ISSN: 0960-0779

年份: 2023

卷: 176

7 . 8 0 0

JCR@2022

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