Global asymptotic stability analysis for neural networks with time-varying delays

被引：0
|
作者：
Zuo, Zhiqiang [1 ]
Wang, Yijing [1 ]
机构：
[1] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
来源：
PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14 | 2006年
关键词：
D O I：
10.1109/CDC.2006.377396
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The problem of global asymptotic stability for a class of neural networks with variable delays is considered in this paper. Based on a more general Lyapunov-Krasovskii functional, a less conservative condition for global asymptotic stability is derived by using some slack matrix variables to express the relationship between the system matrices. The restriction on the derivative of the delay function to be less than unit is removed. A numerical example is given to illustrate the effectiveness of the proposed method.
引用
收藏
页码：6343 / 6347
页数：5
相关论文
共 50 条
  • [31] New results for global robust asymptotic stability of BAM neural networks with time-varying delays
    Yuan, Yufa
    Li, Xiaolin
    NEUROCOMPUTING, 2010, 74 (1-3) : 337 - 342
  • [32] Global asymptotic stability of complex-valued neural networks with additive time-varying delays
    K. Subramanian
    P. Muthukumar
    Cognitive Neurodynamics, 2017, 11 : 293 - 306
  • [33] Global asymptotic stability of a class of neural networks with time varying delays
    Ensari, T
    Arik, S
    Tavsanoglu, V
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5, PROCEEDINGS, 2004, : 820 - 823
  • [34] New global asymptotic stability criterion for uncertain neural networks with time-varying and distributed delays
    Qiu, Jiqing
    Zhang, Jinhui
    Gao, Zhifeng
    Yang, Hongjiu
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 1, PROCEEDINGS, 2007, 4491 : 871 - +
  • [35] Global asymptotic stability of complex-valued neural networks with additive time-varying delays
    Subramanian, K.
    Muthukumar, P.
    COGNITIVE NEURODYNAMICS, 2017, 11 (03) : 293 - 306
  • [36] Global asymptotic stability of stochastic fuzzy cellular neural networks with multiple time-varying delays
    Balasubramaniam, P.
    Ali, M. Syed
    Arik, Sabri
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 7737 - 7744
  • [37] Global asymptotic stability of Cohen-Grossberg neural networks with mixed time-varying delays
    Jiang, Haijun
    Mei, Xuehui
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 1, PROCEEDINGS, 2007, 4491 : 1008 - +
  • [38] Global asymptotic stability of recurrent neural networks with time varying delays
    Guan, Huanxin
    Zhang, Huaguang
    Wang, Zhanshan
    Liu, Derong
    2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 1005 - +
  • [39] ASYMPTOTIC STABILITY ANALYSIS FOR NEURAL NETWORKS WITH TWO ADDITIVE TIME-VARYING DELAYS COMPONENTS
    Chen, Hao
    Yang, Jinxiang
    2014 11TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2014, : 135 - 138
  • [40] LMI-based asymptotic stability analysis of neural networks with time-varying delays
    Li, Tao
    Sun, Changyin
    Zhao, Xianlin
    Lin, Chong
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2008, 18 (03) : 257 - 265
12345