Exponential stability for cellular neural networks with delay

被引:0
|
作者
Yang, Jinxiang [1 ]
Zhong, Shouming [2 ]
Liu, Xingwen [3 ]
机构
[1] Southwest Univ Nationalities, Coll Comp Sci & Technol, Chengdu 610041, Peoples R China
[2] Univ Elect & Technol China, Sch Appl Math, Chengdu 610054, Peoples R China
[3] Southwest Univ Natl, Coll Elect Informat Engn, Chengdu 610041, Peoples R China
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates the exponential stability of a class of delayed cellular neural networks (DCNN's). By means of appropriately dividing the network state variables into several subgroups, the new sufficient exponential stability condition is derived by constructing Liapunov functional and using the method of the variation of constant. The condition suitable is associated with some initial values and is represented only by some blocks of the interconnection matrix. An example is discussed to illustrate the results.
引用
收藏
页码:930 / +
页数:2
相关论文
共 50 条
  • [1] Exponential stability of fuzzy cellular neural networks with distributed delay
    Huang, TW
    [J]. PHYSICS LETTERS A, 2006, 351 (1-2) : 48 - 52
  • [2] Exponential stability and periodicity of cellular neural networks with time delay
    Zhong, Shouming
    Liu, Xinzhi
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 2007, 45 (9-10) : 1231 - 1240
  • [3] Exponential stability of fuzzy cellular neural networks with unbounded delay
    Huang, TW
    Zhang, LH
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 168 - 173
  • [4] Exponential stability of cellular neural networks with discrete and distributed delay
    Gao, Xiuzhi
    Zhong, Shouming
    Wang, Bingtao
    Liu, Xinzhi
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 1779 - 1784
  • [5] Exponential stability of cellular neural networks with time-varying delay
    Wu, Xue-li
    Du, Wen-xia
    Wang, Yan-hong
    Zhou, Zhan-tong
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2009, 8 (02) : 130 - 138
  • [6] Mean square exponential stability of stochastic delay cellular neural networks
    Guo, Yingxin
    [J]. ELECTRONIC JOURNAL OF QUALITATIVE THEORY OF DIFFERENTIAL EQUATIONS, 2013, (34) : 1 - 10
  • [7] Global exponential stability and periodic solutions of cellular neural networks with delay
    Fang, H
    Li, JB
    [J]. PHYSICAL REVIEW E, 2000, 61 (04): : 4212 - 4217
  • [8] Exponential Stability of Cellular Neural Networks with Time-varying Delay
    Meng Hua
    Wang Yanhong
    Lv Xuan
    Wu, Xue-Li
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5669 - 5674
  • [9] Exponential Stability of Cellular Neural Networks with Time-varying Delay
    Wu, Xueli
    Meng, Xiangting
    Lv, Xuan
    [J]. PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV, 2009, : 81 - 85
  • [10] A new result on global exponential stability of cellular neural networks with variable delay
    Zhou, DM
    Zhang, LM
    Zhao, DF
    [J]. PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 104 - 107