Novel Robust Stability Criteria For Uncertain Stochastic Neural Networks with Time-Varying Delay

被引：0
|
作者：
Yonggang Chen
Yunrui Guo
Wenlin Li
机构：
[1] Henan Institute of Science and Technology,Department of Mathematics
[2] Henan Normal University,College of Mathematics and Information Science
来源：
International Journal of Computational Intelligence Systems | 2009年 / 2卷
关键词：
robust stability; stochastic neural networks; time-varying delay; linear matrix inequalities;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper considers the robust stability analysis problem for a class of uncertain stochastic neural networks with time-varying delay. Based on the Lyapunov functional method, and by resorting to the new technique for estimating the upper bound of the stochastic derivative of Lyapunov functionals, the novel asymptotic stability criteria are obatined in terms of Linear matrix inequalities (LMIs). Two numerical examples are presented to show the effectiveness and the less conservativeness of the proposed method.
引用
收藏
页码：1 / 9
页数：8
相关论文
共 50 条
  • [21] Novel stability criteria for recurrent neural networks with time-varying delay
    Ji, Meng-Di
    He, Yong
    Zhang, Chuan-Ke
    Wu, Min
    NEUROCOMPUTING, 2014, 138 : 383 - 391
  • [22] New passivity criteria for uncertain neural networks with time-varying delay
    Li, Yuanyuan
    Zhong, Shouming
    Cheng, Jun
    Shi, Kaibo
    Ren, Jiaojiao
    NEUROCOMPUTING, 2016, 171 : 1003 - 1012
  • [23] DELAY-DEPENDENT STABILITY FOR UNCERTAIN STOCHASTIC BAM NEURAL NETWORKS WITH TIME-VARYING DELAY
    Ji, Yan
    Cui, Baotong
    Qiu, Fang
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2010, 35 (1D) : 65 - 77
  • [24] Robust stability criteria for uncertain stochastic neural networks of neutral-type with interval time-varying delays
    Liu, Guoquan
    Yang, Simon X.
    Chai, Yi
    Feng, Wei
    Fu, Wei
    NEURAL COMPUTING & APPLICATIONS, 2013, 22 (02) : 349 - 359
  • [25] Robust stability criteria for TCP/AQM networks with time-varying delay
    Yin, Fengjie
    Jing, Yuanwei
    Yue, Chengjun
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 4444 - +
  • [26] Robust stability criteria for uncertain stochastic neural networks of neutral-type with interval time-varying delays
    Guoquan Liu
    Simon X. Yang
    Yi Chai
    Wei Feng
    Wei Fu
    Neural Computing and Applications, 2013, 22 : 349 - 359
  • [27] New Robust Exponential Stability Analysis for Uncertain Neural Networks with Time-varying Delay
    Yong-Gang Chen~(1
    International Journal of Automation & Computing, 2008, (04) : 395 - 400
  • [28] New robust exponential stability analysis for uncertain neural networks with time-varying delay
    Chen Y.-G.
    Bi W.-P.
    Int. J. Autom. Comput., 2008, 4 (395-400): : 395 - 400
  • [29] Robust Stability of Uncertain Neural Networks with Time-Varying Delays
    Feng, Wei
    Wu, Haixia
    Zhang, Wei
    ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 2008, 5263 : 338 - +
  • [30] Novel Weighting-Delay-Based Stability Criteria for Recurrent Neural Networks With Time-Varying Delay
    Zhang, Huaguang
    Liu, Zhenwei
    Huang, Guang-Bin
    Wang, Zhanshan
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (01): : 91 - 106
12345