Further results on mean square exponential stability of uncertain stochastic delayed neural networks

被引：0
|
作者：
Wu, Yuanyuan [1 ]
Wu, Yuqiang [2 ]
机构：
[1] Southeast Univ, Sch Automat, Nanjing 210096, Peoples R China
[2] Qufu Normal Univ, Res Inst Automat, Qufu 273165, Peoples R China
来源：
2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5 | 2010年
关键词：
Stochastic neural networks; Time-varying delay; Mean square exponential stability; Linear matrix inequalities; TIME-VARYING DELAYS; ROBUST STABILITY; DISCRETE;
D O I：
10.1109/CCDC.2010.5498709
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 letter is concerned with the mean square exponential stability problem for a class of uncertain stochastic neural networks with time-varying delay. The activation functions are assumed to be neither monotonic, nor differentiable. The proposed delay-dependent stability criterion is derived by utilizing the constructed Lyapunov-Krasovskii functional and the novel technique. A numerical example is presented to show the effectiveness and improvement of the proposed method.
引用
收藏
页码：2830 / +
页数：2
相关论文
共 50 条
  • [41] Mean square exponential stability of stochastic neural networks with reaction-diffusion terms and delays
    Xu, Xiaohui
    Zhang, Jiye
    Zhang, Weihua
    APPLIED MATHEMATICS LETTERS, 2011, 24 (01) : 5 - 11
  • [42] Mean-square exponential input-to-state stability of stochastic inertial neural networks
    Wang, Wentao
    Chen, Wei
    ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
  • [43] Mean square exponential stability for stochastic memristor-based neural networks with leakage delay
    Wang, Fen
    Chen, Yuanlong
    CHAOS SOLITONS & FRACTALS, 2021, 146
  • [44] MEAN SQUARE EXPONENTIAL STABILITY OF GENERALIZED STOCHASTIC NEURAL NETWORKS WITH TIME-VARYING DELAYS
    Yu, Jianjiang
    Zhang, Kanjian
    Fei, Shumin
    ASIAN JOURNAL OF CONTROL, 2009, 11 (06) : 633 - 642
  • [45] Mean square exponential stability of impulsive stochastic fuzzy cellular neural networks with distributed delays
    Chen, Liping
    Wu, Ranchao
    Pan, Donghui
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (05) : 6294 - 6299
  • [46] Mean-square exponential input-to-state stability of stochastic inertial neural networks
    Wentao Wang
    Wei Chen
    Advances in Difference Equations, 2021
  • [47] Mean Square Exponential Stability of Stochastic Complex-Valued Neural Networks with Mixed Delays
    Xu, Xiaohui
    Yang, Jibin
    Xu, Yanhai
    COMPLEXITY, 2019, 2019
  • [48] Exponential Stability of Uncertain Stochastic Neural Networks with Markovian Switching
    Song Zhu
    Yi Shen
    Lei Liu
    Neural Processing Letters, 2010, 32 : 293 - 309
  • [49] Robust Exponential Stability Analysis for Uncertain Stochastic Neural Networks
    Tang, Xinhuai
    Xie, Li
    2010 INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING (ICBSSP 2010), 2010, : 158 - 161
  • [50] Exponential Stability of Uncertain Stochastic Neural Networks with Markovian Switching
    Zhu, Song
    Shen, Yi
    Liu, Lei
    NEURAL PROCESSING LETTERS, 2010, 32 (03) : 293 - 309
12345