New results of robust stability analysis for neutral-type neural networks with time-varying delays and Markovian jumping parameters

被引：23
|
作者：
Lakshmanan, S. [1 ]
Balasubramaniam, P. [1 ]
机构：
[1] Deemed Univ, Dept Math, Gandhigram Rural Inst, Gandhigram 624302, Tamil Nadu, India
来源：
CANADIAN JOURNAL OF PHYSICS | 2011年 / 89卷 / 08期
关键词：
GLOBAL ASYMPTOTIC STABILITY; EXPONENTIAL STABILITY; STOCHASTIC STABILITY; DEPENDENT STABILITY; DISTRIBUTED DELAYS; CRITERIA; SYSTEMS;
D O I：
10.1139/P11-059
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
In this paper, robust stability analysis for neutral-type neural networks with time-varying delays and Markovian jumping parameters is conducted. By using the delay-decomposition approach, a new Lyapunov-Krasovskii functional is constructed. Based on this Lyapunov-Krasovskii functional and some stochastic stability theory, delay-dependent stability criteria are obtained in terms of linear matrix inequalities. Finally, three numerical examples are given to illustrate the effectiveness and reduced conservatism of our theoretical results.
引用
收藏
页码：827 / 840
页数：14
相关论文
共 50 条
  • [11] Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays
    Ali, M. Syed
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2014, 5 (01) : 13 - 22
  • [12] Stability analysis for neutral-type inertial BAM neural networks with time-varying delays
    Zhou, Fengyan
    Yao, Hongxing
    [J]. NONLINEAR DYNAMICS, 2018, 92 (04) : 1583 - 1598
  • [13] Stability analysis for neutral-type inertial BAM neural networks with time-varying delays
    Fengyan Zhou
    Hongxing Yao
    [J]. Nonlinear Dynamics, 2018, 92 : 1583 - 1598
  • [14] New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays
    Liu, Guoquan
    Yang, Simon X.
    Fu, Wei
    [J]. JOURNAL OF COMPUTERS, 2012, 7 (01) : 264 - 271
  • [15] Robust Stability Analysis of Neutral-Type Hybrid Bidirectional Associative Memory Neural Networks with Time-Varying Delays
    Feng, Wei
    Yang, Simon X.
    Wu, Haixia
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2014,
  • [16] Passivity analysis for neural networks of neutral type with Markovian jumping parameters and time-varying delay
    Wu, Tao
    Xiong, Lianglin
    Shu, Jinlong
    [J]. 2018 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2018), 2018, : 884 - 889
  • [17] Global stability for neural networks of neutral-type with interval time-varying delays
    Park, Ju H.
    Kwon, O. M.
    [J]. CHAOS SOLITONS & FRACTALS, 2009, 41 (03) : 1174 - 1181
  • [18] STABILITY FOR NEURAL NETWORKS OF NEUTRAL-TYPE SYSTEMS WITH TIME-VARYING DELAYS ARGUMENTS
    Bu, Wei-Chun
    Zhong, Shou-Ming
    [J]. 2008 INTERNATIONAL CONFERENCE ON APPERCEIVING COMPUTING AND INTELLIGENCE ANALYSIS (ICACIA 2008), 2008, : 110 - 113
  • [19] Robust stability analysis for Markovian jumping interval neural networks with discrete and distributed time-varying delays
    Balasubramaniam, P.
    Lakshmanan, S.
    Manivannan, A.
    [J]. CHAOS SOLITONS & FRACTALS, 2012, 45 (04) : 483 - 495
  • [20] Stochastic robust stability for neutral-type impulsive interval neural networks with distributed time-varying delays
    Hu, Wenfeng
    Li, Chuandong
    Wu, Sichao
    [J]. NEURAL COMPUTING & APPLICATIONS, 2012, 21 (08): : 1947 - 1960
12345