Delay-Dependent Exponential Stability for Discrete-Time BAM Neural Networks with Time-Varying Delays

被引:8
|
作者
Chen, Yonggang [1 ]
Bi, Weiping [2 ]
Wu, Yuanyuan [3 ]
机构
[1] Henan Inst Sci & Technol, Dept Math, Xinxiang 453003, Peoples R China
[2] Henan Normal Univ, Coll Math & Informat Sci, Xinxiang 453007, Peoples R China
[3] Southeast Univ, Sch Automat, Minist Educ, Key Lab Measurement & Control Complex Syst Engn, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1155/2008/421614
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper considers the delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays. By constructing the new Lyapunov functional, the improved delay-dependent exponential stability criterion is derived in terms of linear matrix inequality (LMI). Moreover, in order to reduce the conservativeness, some slack matrices are introduced in this paper. Two numerical examples are presented to show the effectiveness and less conservativeness of the proposed method. Copyright (C) 2008 Yonggang Chen et al.
引用
收藏
页数:14
相关论文
共 50 条
  • [11] Exponential Stability Analysis for Discrete-Time Stochastic BAM Neural Networks with Time-Varying Delays
    Qin, Tiheng
    Pan, Quanxiang
    Chen, Yonggang
    ADVANCES IN NEURAL NETWORKS - ISNN 2010, PT 1, PROCEEDINGS, 2010, 6063 : 659 - +
  • [12] Improved delay-dependent stability criteria for discrete-time stochastic neural networks with time-varying delays
    Luo, Meng-zhuo
    Zhong, Shou-ming
    CEIS 2011, 2011, 15
  • [13] Exponential stability of impulsive discrete-time stochastic BAM neural networks with time-varying delay
    Sun, Gai
    Zhang, Yu
    NEUROCOMPUTING, 2014, 131 : 323 - 330
  • [14] Delay-dependent exponential stability of cellular neural networks with time-varying delays
    Zhang, Q
    Wei, XP
    Xu, J
    CHAOS SOLITONS & FRACTALS, 2005, 23 (04) : 1363 - 1369
  • [15] Improved Criteria on Delay-Dependent Stability for Discrete-Time Neural Networks with Interval Time-Varying Delays
    Kwon, O. M.
    Park, M. J.
    Park, Ju H.
    Lee, S. M.
    Cha, E. J.
    ABSTRACT AND APPLIED ANALYSIS, 2012,
  • [16] Delay-dependent stability analysis for impulsive BAM neural networks with time-varying delays
    Li, Kelin
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (08) : 2088 - 2099
  • [17] Global robust exponential stability of discrete-time interval BAM neural networks with time-varying delays
    Gao, Ming
    Cui, Baotong
    APPLIED MATHEMATICAL MODELLING, 2009, 33 (03) : 1270 - 1284
  • [18] New delay-dependent exponential stability criteria for neural networks with discrete and distributed time-varying delays
    Tian, Junkang
    Zhong, Shouming
    NEUROCOMPUTING, 2011, 74 (17) : 3365 - 3375
  • [19] Improved delay-dependent stability analysis of discrete-time neural networks with time-varying delay
    Jin, Li
    He, Yong
    Wu, Min
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (04): : 1922 - 1936
  • [20] Novel Delay-Dependent Stability Criteria for Discrete-Time Neural Networks with Time-Varying Delay
    Stojanovic, Sreten
    Stojanovic, Milan
    Stevanovic, Milos
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018