Delay-Dependent Stability of Neural Networks with Time-Varying Delays

被引：0
|
作者：
Xiong, Jing-Jing [1 ]
Zhang, Guobao [1 ]
机构：
[1] Southeast Univ, Sch Automat, Minist Educ, Key Lab Measurement & Control CSE, Nanjing 210096, Jiangsu, Peoples R China
来源：
PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) | 2017年
关键词：
Neural networks; time-varying delays; stability analysis; Lyapunov-Krasovskii functional; GLOBAL ASYMPTOTIC STABILITY; CRITERIA;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper investigates the problem of delay-dependent stability for continuous neural networks with time-varying delays. By constructing an augmented Lyapunov-Krasovskii functional and employing the integral inequality, reciprocally convex combination inequality and free-weighting matrix method, a less conservative stability criterion is established in terms of linear matrix inequalities. It is found that the obtained stability criterion has lower computational burden. Finally, two numerical examples used in the literature are given to show the effectiveness and superiority of the obtained criterion.
引用
收藏
页码：4024 / 4028
页数：5
相关论文
共 50 条
  • [41] Improved Delay-Dependent Stability Analysis for Neural Networks with Interval Time-Varying Delays
    Tian, Jun-kang
    Liu, Yan-min
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [42] New delay-dependent stability criteria for networks with time-varying delays
    Yang, Bin
    Wang, Lei
    Fan, Chenxin
    Han, Min
    2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 2881 - 2886
  • [43] Delay-dependent Robust Stability for Uncertain Stochastic Neural Networks with Multiple Mixed Time-varying Delays
    Qin Tiheng
    Pan Quanxiang
    Chen Yonggang
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 2429 - 2433
  • [44] On Delay-dependent Exponential Stability of Neutral-type Neural Networks with Interval Time-varying Delays
    Wu, Hongli
    Zhong, Yong
    Mai, Huanhuan
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL II, PROCEEDINGS, 2009, : 563 - +
  • [45] 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
  • [46] Delay-dependent robust stability analysis of uncertain stochastic neural networks with discrete interval and distributed time-varying delays
    Balasubramaniam, P.
    Rakkiyappan, R.
    NEUROCOMPUTING, 2009, 72 (13-15) : 3231 - 3237
  • [47] Delay-dependent stability for uncertain cellular neural networks with discrete and distribute time-varying delays
    Kwon, O. M.
    Park, J. H.
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2008, 345 (07): : 766 - 778
  • [48] Delay-Dependent Stability Criteria for Reaction-Diffusion Neural Networks With Time-Varying Delays
    Ma, Qian
    Feng, Gang
    Xu, Shengyuan
    IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (06) : 1913 - 1920
  • [49] New Delay-Dependent Exponential Stability Criteria for Neural Networks with Mixed Time-Varying Delays
    Wen, Wu
    Shi, Kaibo
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [50] A delay-dependent approach to stability for static recurrent neural networks with mixed time-varying delays
    Lu, Chienyu
    Su, Tejen
    Su, Yihui
    Huang, Shinchun
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (07): : 1661 - 1672
12345