ROBUST EXPONENTIAL STABILITY OF UNCERTAIN FUZZY STOCHASTIC NEUTRAL NEURAL NETWORKS WITH MIXED TIME-VARYING DELAYS

被引：8
|
作者：
Li, Yajun [1 ]
Deng, Feiqi [2 ]
Xie, Fei [1 ]
Jiao, Like [1 ]
机构：
[1] Shunde Polytech, Sch Technol, Dept Elect & Informat Engn, Desheng East Rd, Shunde Dist 528300, Foshan, Peoples R China
[2] South China Univ Technol, Dept Automat Sci & Engn, 381 Wushan Rd, Guangzhou 510641, Guangdong, Peoples R China
来源：
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2018年 / 14卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Robust exponential stability; Stochastic neutral neural networks; Linear matrix inequality (LMI); Mixed time-varying delays;
D O I：
10.24507/ijicic.14.02.615
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The robust exponential stability problem for a class of uncertain fuzzy stochastic neutral neural networks systems with mixed delays is concerned about. Based on the Lyapunov functional and the stochastic stability theory, the sufficient conditions are developed in terms of linear matrix inequalities (LMIs). Examples and simulations are provided to illustrate the effectiveness and the less conservatism of the proposed method.
引用
收藏
页码：615 / 627
页数：13
相关论文
共 50 条
  • [31] Robust exponential stability of uncertain impulsive neural networks with time-varying delays and delayed impulses
    Zhang, Yu
    NEUROCOMPUTING, 2011, 74 (17) : 3268 - 3276
  • [32] Exponential stability analysis for neutral BAM neural networks with time-varying delays and stochastic disturbances
    Bo CHEN
    Zhejiang Provincial United Key Laboratory of Embedded Systems
    Control Theory and Technology, 2012, 10 (01) : 92 - 99
  • [33] Exponential stability analysis for neutral BAM neural networks with time-varying delays and stochastic disturbances
    Bo Chen
    Li Yu
    Wen’an Zhang
    Journal of Control Theory and Applications, 2012, 10 (1): : 92 - 99
  • [34] ROBUST STABILITY OF STOCHASTIC FUZZY IMPULSIVE RECURRENT NEURAL NETWORKS WITH TIME-VARYING DELAYS
    Ali, M. Syed
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2014, 11 (04): : 1 - 13
  • [35] ROBUST STABILITY ANALYSIS FOR FUZZY STOCHASTIC HOPFIELD NEURAL NETWORKS WITH TIME-VARYING DELAYS
    Gopalakrishnan, N.
    COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS, 2020, 69 (02): : 1285 - 1309
  • [36] On robust stability for uncertain neural networks with interval time-varying delays
    Kwon, O. M.
    Park, J. H.
    Lee, S. M.
    IET CONTROL THEORY AND APPLICATIONS, 2008, 2 (07): : 625 - 634
  • [37] Robust stability of uncertain cellular neural networks with time-varying delays
    Su, Lianqing
    Gao, Zhifeng
    Qiu, Jiqing
    Shi, Peng
    SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 3, PROCEEDINGS, 2007, : 423 - +
  • [38] Global robust exponential stability analysis for stochastic interval neural networks with time-varying delays
    Su, Weiwei
    Chen, Yiming
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (05) : 2293 - 2300
  • [39] Novel robust stability criteria for uncertain stochastic Hopfield neural networks with time-varying delays
    Zhang, Jinhui
    Shi, Peng
    Qiu, Jiqing
    NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2007, 8 (04) : 1349 - 1357
  • [40] Robust stability of discrete-time uncertain stochastic BAM neural networks with time-varying delays
    Li, Yongming
    Lu, Qizhan
    Song, Qiankun
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (08): : 255 - 263
12345