Exponential Stability of Neural Networks with Time-Varying Delays and Impulses

被引：0
|
作者：
Akca, Haydax [1 ]
Covachev, Valery [2 ,3 ]
Altmayer, Kumud Singh [4 ]
机构：
[1] United Arab Emirates Univ, Fac Sci, Dept Math Sci, POB 17551, Al Ain, U Arab Emirates
[2] Sultan Qaboos Univ, Coll Sci, Dept Math & Stat, Muscat 123, Oman
[3] Bulgarian Acad Sci, Inst Math, Sofia 1113, Bulgaria
[4] Philander Smith Coll, Dept Math & Phys Sci, Little Rock, AR 72202 USA
来源：
SIXTH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS (ISNN 2009) | 2009年 / 56卷
关键词：
Neural networks; delays; impulses; stability;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present sufficient conditions for the uniqueness and exponential stability of equilibrium points of impulsive neural networks which are a generalization of Cohen-Grossberg neural networks.
引用
收藏
页码：153 / +
页数：3
相关论文
共 50 条
  • [41] Global exponential stability of a class of memristive neural networks with time-varying delays
    Wang, Xin
    Li, Chuandong
    Huang, Tingwen
    Duan, Shukai
    NEURAL COMPUTING & APPLICATIONS, 2014, 24 (7-8): : 1707 - 1715
  • [42] Global exponential stability of fuzzy BAM neural networks with time-varying delays
    Zhang, Qianhong
    Luo, Wei
    CHAOS SOLITONS & FRACTALS, 2009, 42 (04) : 2239 - 2245
  • [43] Exponential stability analysis for uncertain neural networks with interval time-varying delays
    Kwon, O. M.
    Park, Ju H.
    APPLIED MATHEMATICS AND COMPUTATION, 2009, 212 (02) : 530 - 541
  • [44] Existence and Stability of Periodic Solutions for BAM Neural Networks with Time-Varying Delays and Impulses
    Wu, Chunxue
    Shi, Bao
    ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 1, PROCEEDINGS, 2009, 5551 : 472 - 481
  • [45] Periodic Solutions and Exponential Stability of a Class of Neural Networks with Time-Varying Delays
    Guo, Yingxin
    Xue, Mingzhi
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2009, 2009
  • [46] On global exponential stability of delayed cellular neural networks with time-varying delays
    Zhang, Q
    Wei, XP
    Xu, J
    APPLIED MATHEMATICS AND COMPUTATION, 2005, 162 (02) : 679 - 686
  • [47] Exponential stability of hybrid stochastic recurrent neural networks with time-varying delays
    Peng, Guoqiang
    Huang, Lihong
    NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2008, 2 (04) : 1198 - 1204
  • [48] On exponential stability of bidirectional associative memory neural networks with time-varying delays
    Park, Ju H.
    Lee, S. M.
    Kwon, O. M.
    CHAOS SOLITONS & FRACTALS, 2009, 39 (03) : 1083 - 1091
  • [49] Globally exponential stability condition of a class of neural networks with time-varying delays
    Liao, TL
    Yan, JJ
    Cheng, CJ
    Hwang, CC
    PHYSICS LETTERS A, 2005, 339 (3-5) : 333 - 342
  • [50] Exponential stability criteria of fuzzy cellular neural networks with time-varying delays
    Zhong, Shou-Ming
    Long, Yong-Hong
    Liu, Xing-Wen
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 4144 - +
12345