Almost sure exponential stability of neutral stochastic delayed cellular neural networks

被引：0
|
作者：
Liqun ZHOU 1
2.Department of Automatic
机构：
来源：
Control Theory and Technology | 2008年 / 02期
基金：
中国国家自然科学基金;
关键词：
Neutral stochastic delayed cellular neural networks; Brownian motion; Almost sure exponential stability;
D O I：
暂无
中图分类号：
TP183 [人工神经网络与计算];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, almost sure exponential stability of neutral delayed cellular neural networks which are in the noised environment is studied by decomposing the state space to sub-regions in view of the saturation linearity of output functions of neurons of the cellular neural networks. Some algebraic criteria are obtained and easily verified. Some examples are given to illustrate the correctness of the results obtained.
引用
收藏
页码：195 / 200
页数：6
相关论文
共 50 条
  • [1] Almost sure exponential stability of neutral stochastic delayed cellular neural networks
    Zhou L.
    Hu G.
    [J]. Journal of Control Theory and Applications, 2008, 6 (2): : 195 - 200
  • [2] ALMOST SURE EXPONENTIAL STABILITY OF DELAYED CELLULAR NEURAL NETWORKS
    Huang, Chuangxia
    He, Yigang
    Huang, Lihong
    [J]. ELECTRONIC JOURNAL OF DIFFERENTIAL EQUATIONS, 2007,
  • [3] Almost Sure Exponential Stability of Stochastic Neural Networks
    Shang, Lei
    Li, Dianqiang
    Cheng, Pei
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 6692 - 6696
  • [4] Almost sure exponential stability of stochastic fuzzy cellular neural networks with delays
    Zhao, Hongyong
    Ding, Nan
    Chen, Ling
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 40 (04) : 1653 - 1659
  • [5] Almost sure exponential stability of delayed Hopfield neural networks
    Huang, Chuangxia
    Chen, Ping
    He, Yigang
    Huang, Lihong
    Tan, Wen
    [J]. APPLIED MATHEMATICS LETTERS, 2008, 21 (07) : 701 - 705
  • [6] Almost sure exponential stability of stochastic cellular neural networks with unbounded distributed delays
    Huang, Chuangxia
    Cao, Jinde
    [J]. NEUROCOMPUTING, 2009, 72 (13-15) : 3352 - 3356
  • [7] Exponential and almost sure exponential stability of stochastic fuzzy delayed Cohen-Grossberg neural networks
    Zhu, Quanxin
    Li, Xiaodi
    [J]. FUZZY SETS AND SYSTEMS, 2012, 203 : 74 - 94
  • [8] Almost sure exponential stability of hybrid stochastic delayed Cohen-Grossberg neural networks
    Yu, Peilin
    Cheng, Pei
    Deng, Feiqi
    [J]. ASIAN JOURNAL OF CONTROL, 2022, 24 (04) : 1904 - 1915
  • [9] Almost Sure Exponential Stability of Stochastic Recurrent Neural Networks with Delay
    Li, Bing
    [J]. PROCEEDINGS OF THE 7TH CONFERENCE ON BIOLOGICAL DYNAMIC SYSTEM AND STABILITY OF DIFFERENTIAL EQUATION, VOLS I AND II, 2010, : 615 - 618
  • [10] Exponential stability of delayed stochastic cellular neural networks
    Liao, Wudai
    Xu, Yulin
    Liao, Xiaoxin
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 224 - 229
12345