Stability of cellular neural networks with time-varying delay

被引：73
|
作者：
Yu, GJ
Lu, CY
Tsai, JSH
Su, TJ
Liu, BD
机构：
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 701, Taiwan
[2] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung 807, Taiwan
来源：
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 2003年 / 50卷 / 05期
关键词：
cellular neural networks (CNNs); linear-matrix inequality (LMI); stability;
D O I：
10.1109/TCSI.2003.811031
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 stability for cellular neural networks (CNNs) with time-varying delay is introduced by linear-matrix inequality. A sufficient condition related to the global asymptotic stability for delay CNNs is proposed. It is shown that the condition relies on the, dependence of the delay. This condition is less restrictive than that given in the literature.
引用
收藏
页码：677 / 679
页数：3
相关论文
共 50 条
  • [21] Delay-dependent robust stability of cellular neural networks with time-varying discrete and distributed delay
    Wang, Weiwei
    Su, Weiwei
    Chen, Yiming
    INTELLIGENT STRUCTURE AND VIBRATION CONTROL, PTS 1 AND 2, 2011, 50-51 : 915 - +
  • [22] Exponential stability analysis for neural networks with time-varying delay
    Wu, Min
    Liu, Fang
    Shi, Peng
    He, Yong
    Yokoyama, Ryuichi
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (04): : 1152 - 1156
  • [23] Stability analysis for neural networks with time-varying interval delay
    He, Yong
    Liu, G. P.
    Rees, D.
    Wu, Min
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (06): : 1850 - 1854
  • [24] Improved stability criteria for neural networks with time-varying delay
    Sun, Jian
    Liu, G. P.
    Chen, Jie
    Rees, D.
    PHYSICS LETTERS A, 2009, 373 (03) : 342 - 348
  • [25] Stability Analysis for Recurrent Neural Networks with Time-varying Delay
    Yuan-Yuan Wu1 Yu-Qiang Wu2
    International Journal of Automation & Computing, 2009, (03) : 223 - 227
  • [26] Stability analysis for recurrent neural networks with time-varying delay
    Wu Y.-Y.
    Wu Y.-Q.
    International Journal of Automation and Computing, 2009, 6 (03) : 223 - 227
  • [27] A New Stability Condition of Neural Networks with Time-Varying Delay
    Chen, Yun
    Zheng, Wei Xing
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 336 - 340
  • [28] Exponential Stability Criterion for Neural Networks with Time-varying Delay
    Li, Xue
    Zhang, Jin
    Gao, Yanbo
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 1529 - 1533
  • [29] Global stability of a class of neural networks with time-varying delay
    Ensari, T
    Arik, S
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2005, 52 (03) : 126 - 130
  • [30] Stability of Switched Hopfield Neural Networks with Time-varying Delay
    Zhang, Kai
    Lian, Jie
    Sun, Xi-Ming
    Wang, Dong
    2010 AMERICAN CONTROL CONFERENCE, 2010, : 4943 - 4948
12345