LMI Conditions for Stability of Impulsive Stochastic Neural Networks with Unbounded Time-Varying Delays

被引：0
作者：
Yin, Lizi [1 ]
Yang, Dianwu [1 ]
机构：
[1] Univ Jinan, Sch Math, Jinan 250022, Peoples R China
来源：
WEB INFORMATION SYSTEMS AND MINING, PT I | 2011年 / 6987卷
基金：
中国国家自然科学基金;
关键词：
stability; Unbounded time-varying delays; Impulsive neural systems; stochastic neural networks; Linear matrix inequality (LMI);
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：
This paper is concerned with the problem of mu-stable in the mean square of impulsive stochastic neural networks with unbounded time-varying delays. A mu-stable criteria in the mean square are derived by using Lyapunov-Krasovski functional method, the random analysis theory, and impulsive control method. Those criteria are expressed in the form of linear matrix inequalities (LMIs).
引用
收藏
页码：434 / +
页数：2
相关论文
共 50 条
  • [31] Global Exponential Stability for Impulsive Neural Networks With Discrete and Distributed Time-varying Delays
    Wu, Liang
    Zhao, Lei
    Zhao, Yingfeng
    Ma, Baolin
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS I AND II, 2010, : 660 - 664
  • [32] LMI approach for global periodicity of neural networks with time-varying delays
    Rong, LB
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2005, 52 (07) : 1451 - 1458
  • [33] Stochastic stability analysis, of fuzzy hopfield neural networks with time-varying delays
    Huang, H
    Ho, DWC
    Lam, J
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2005, 52 (05) : 251 - 255
  • [34] Global Asymptotic Stability of Stochastic Neural Networks with Distributed and Time-Varying Delays
    Feng, Wei
    Zhang, Wei
    Wu, Haixia
    Peng, Jun
    PROCEEDINGS OF THE 8TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, 2009, : 227 - +
  • [35] Robust asymptotic stability for BAM neural networks with time-varying delays via LMI approach
    Liu Jia
    Zong Guang-deng
    Zhang Yun-xi
    APPLIED MATHEMATICS-A JOURNAL OF CHINESE UNIVERSITIES SERIES B, 2009, 24 (03) : 282 - 290
  • [36] Robust asymptotic stability for BAM neural networks with time-varying delays via LMI approach
    Jia Liu
    Guang-deng Zong
    Yun-xi Zhang
    Applied Mathematics-A Journal of Chinese Universities, 2009, 24 : 282 - 290
  • [37] Stability analysis for impulsive Cohen-Grossberg neural networks with time-varying delays and distributed delays
    Li, Kelin
    NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2009, 10 (05) : 2784 - 2798
  • [38] Robust stability of discrete-time stochastic neural networks with time-varying delays
    Liu, Yurong
    Wang, Zidong
    Liu, Xiaohui
    NEUROCOMPUTING, 2008, 71 (4-6) : 823 - 833
  • [39] Robust asymptotic stability for BAM neural networks with time-varying delays via LMI approach
    LIU Jia1 ZONG Guang-deng1
    Applied Mathematics:A Journal of Chinese Universities, 2009, (03) : 282 - 290
  • [40] Stability of switched neural networks with time-varying delays
    Liu, Chao
    Yang, Zheng
    Sun, Dihua
    Liu, Xiaoyang
    Liu, Wanping
    NEURAL COMPUTING & APPLICATIONS, 2018, 30 (07) : 2229 - 2244
12345