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作者:

Ji, Conghuan (Ji, Conghuan.) | Qiao, Yuanhua (Qiao, Yuanhua.) (学者:乔元华) | Miao, Jun (Miao, Jun.) | Duan, Lijuan (Duan, Lijuan.) (学者:段立娟)

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EI Scopus SCIE

摘要:

Stability and Hopf bifurcation of a class of delayed complex-valued neural networks are investigated in this paper. First, using proper translations and coordinate transformations, we decompose the activation functions and connection weights into their real and imaginary parts, so as to construct an equivalent real-valued system. Then, the sufficient conditions for Hopf bifurcation and its directions are provided through normal form theory and central manifold theorem. In the end, some numerical simulations are given to illustrate the correctness of the results. (C) 2018 Elsevier Ltd. All rights reserved.

关键词:

Hopf bifurcation Complex-valued neural network Time delay Stability

作者机构:

  • [ 1 ] [Ji, Conghuan]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Qiao, Yuanhua]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Miao, Jun]Beijing Informat Sci & Technol Univ, Sch Comp Sci, Beijing 100101, Peoples R China
  • [ 4 ] [Duan, Lijuan]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China

通讯作者信息:

  • 乔元华

    [Qiao, Yuanhua]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

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来源 :

CHAOS SOLITONS & FRACTALS

ISSN: 0960-0779

年份: 2018

卷: 115

页码: 45-61

7 . 8 0 0

JCR@2022

ESI学科: PHYSICS;

ESI高被引阀值:145

JCR分区:1

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 11

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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