The exponential asymptotic stability for Hopfield neural networks with delays and impulses

被引:0
|
作者
Zhang, Qiang [1 ]
Wei, Xiaopeng [1 ]
Xu, Jin [1 ]
机构
[1] Dalian Univ, Liaoning Key Lab Intelligent Informat Proc, Dalian 116622, Peoples R China
关键词
Hopfield neural networks; delay; impulse;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper is concerned with the stability of a class of Hopfield neural networks with delays and impulses. By using a delay differential inequality, a new sufficient condition is obtained to ensure global exponential stability of Hopfield neural networks with delays and impulses.
引用
收藏
页码:795 / 798
页数:4
相关论文
共 50 条
  • [1] Exponential stability of Hopfield neural networks with impulses
    Lisena, Benedetta
    [J]. NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2011, 12 (04) : 1923 - 1930
  • [2] Exponential stability in Hopfield-type neural networks with impulses
    Mohamad, Sannay
    [J]. CHAOS SOLITONS & FRACTALS, 2007, 32 (02) : 456 - 467
  • [3] Exponential Stability of BAM Neural Networks with Delays and Impulses
    Chen, Deqin
    Li, Kelin
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2006, 6 (10): : 94 - 99
  • [4] Global exponential stability of a class of Hopfield neural networks with delays
    Liu, Wei
    Fu, Chaojin
    Hu, Hongchang
    [J]. NEURAL COMPUTING & APPLICATIONS, 2011, 20 (08): : 1205 - 1209
  • [5] Global exponential stability of impulsive Hopfield neural networks with delays
    Tang, Qing
    Liu, Anping
    Hao, Zutao
    Xia, Li
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL WORKSHOP ON MATRIX ANALYSIS AND APPLICATIONS, VOL 2, 2009, : 273 - 276
  • [6] Exponential Stability of Impulsive Hopfield Neural Networks with Time Delays
    Xing, Tingyan
    Shi, Muyao
    Jiang, Wenjie
    Zhang, Nan
    Wang, Tuo
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 1, PROCEEDINGS, 2009, 5551 : 503 - 511
  • [7] Global exponential stability of a class of Hopfield neural networks with delays
    Wei Liu
    Chaojin Fu
    Hongchang Hu
    [J]. Neural Computing and Applications, 2011, 20 : 1205 - 1209
  • [8] Global exponential stability of Hopfield neural networks with distributed delays
    Zhou, Jie
    Li, Shuyong
    Yang, Zhiguo
    [J]. APPLIED MATHEMATICAL MODELLING, 2009, 33 (03) : 1513 - 1520
  • [9] Globally Exponential Stability of Neural Networks with Impulses and Distributed Delays
    Yang, Jianfu
    Liu, Ren
    Yang, Fengjian
    Li, Wei
    Wu, Dongqing
    [J]. THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 472 - +
  • [10] Asymptotic Stability and Exponential Stability of Impulsive Delayed Hopfield Neural Networks
    Chen, Jing
    Li, Xiaodi
    Wang, Dequan
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2013,