Global exponential stability for uncertain bidirectional associative memory neural networks with multiple time-varying delays via LMI approach

被引：9
|
作者：
Gau, Ruey-Shyan [2 ]
Hsieh, Jer-Guang [2 ]
Lien, Chang-Hua [1 ]
机构：
[1] Natl Kaohsiung Marine Univ, Dept Marine Engn, Kaohsiung 811, Taiwan
[2] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 804, Taiwan
来源：
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS | 2008年 / 36卷 / 04期
关键词：
delayed bidirectional associative memory neural networks; linear matrix inequality; global exponential stability; Lyapunov approach;
D O I：
10.1002/cta.449
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：
The global exponential stability for uncertain delayed bidirectional associative memory neural networks (DBAMNN) with multiple time-varying delays is considered in this paper. Delay-dependent criteria are proposed to guarantee the robust stability of DBAMNN via linear matrix inequality approach. Two classes of system uncertainties are investigated in this paper. Some numerical examples are given to illustrate the effectiveness of our results. From the numerical simulations, significant improvement over the recent results can be observed. Copyright (C) 2007 John Wiley & Sons, Ltd.
引用
收藏
页码：451 / 471
页数：21
相关论文
共 50 条
  • [1] Global exponential stability for uncertain cellular neural networks with multiple time-varying delays via LMI approach
    Gau, R. S.
    Lien, C. H.
    Hsieh, J. G.
    CHAOS SOLITONS & FRACTALS, 2007, 32 (04) : 1258 - 1267
  • [2] Global Stability of Bidirectional Associative Memory Neural Networks With Multiple Time-Varying Delays
    Sheng, Yin
    Zeng, Zhigang
    Huang, Tingwen
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (06) : 4095 - 4104
  • [3] Global exponential stability analysis of bidirectional associative memory neural networks with time-varying delays
    Wang, Yangling
    NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2009, 10 (03) : 1527 - 1539
  • [4] Global Exponential Stability Criteria for Bidirectional Associative Memory Neural Networks with Time-Varying Delays
    Thipcha, J.
    Niamsup, P.
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [5] On exponential stability of bidirectional associative memory neural networks with time-varying delays
    Park, Ju H.
    Lee, S. M.
    Kwon, O. M.
    CHAOS SOLITONS & FRACTALS, 2009, 39 (03) : 1083 - 1091
  • [6] Global exponential stability of bidirectional associative memory neural networks with time delays
    Liu, Xin-Ge
    Martin, Ralph R.
    Wu, Min
    Tang, Mei-Lan
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2008, 19 (03): : 397 - 407
  • [7] Novel criteria for global robust exponential stability of neural networks with time-varying delays via LMI approach
    Shao, Jin-Liang
    Huang, Ting-Zhu
    Zhou, Sheng
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2010, 87 (10) : 2188 - 2201
  • [8] Asymptotic stability of bidirectional associative memory neural networks with time-varying delays via delta operator approach
    Zhao, Zhengli
    Liu, Fangzhou
    Xie, Xiaochen
    Liu, Xiaohui
    Tang, Zhenmin
    NEUROCOMPUTING, 2013, 117 : 40 - 46
  • [9] Global exponential stability of quaternion bidirectional associative memory neural networks with multiple delays
    Zhang, Zhiwei
    Liang, Xue
    Lan, Jinbao
    Zhang, Xian
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2024, 47 (09) : 7165 - 7181
  • [10] GLOBAL EXPONENTIAL STABILITY IN HOPFIELD AND BIDIRECTIONAL ASSOCIATIVE MEMORY NEURAL NETWORKS WITH TIME DELAYS
    RONG LIBIN LU WENLIAN CHEN TIANPING Laboratory of Nonlinear Science
    Chinese Annals of Mathematics, 2004, (02) : 255 - 262
12345