Stability Criterion for BAM Neural Networks of Neutral-Type with Interval Time-Varying Delays

被引：13
|
作者：
Liu, Guoquan [1 ]
Yang, Simon X. [1 ]
机构：
[1] Chongqing Univ, Coll Automat, Chongqing 400044, Peoples R China
来源：
CEIS 2011 | 2011年 / 15卷
关键词：
Asymptotic stability; Bidirectional associative memory neural networks; Neutral-type; Linear matrix inequality; Interval time-varying delays; BIDIRECTIONAL ASSOCIATIVE MEMORIES; GLOBAL EXPONENTIAL STABILITY; DISTRIBUTED DELAYS;
D O I：
10.1016/j.proeng.2011.08.534
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, the asymptotic stability for bidirectional associative memory (BAM) neural networks of neutral-type with interval time-varying delays is investigated. The discrete delay is assumed to be time-varying and belong to a given interval, which means that the lower and upper bounds of interval time-varying delays are available. By employing the Lyapunov-Krasovskii functional method and using the linear matrix inequality (LMI) technique, a new delay-range-dependent stability criterion is established in terms of LMI. In addition, the proposed LMI based results can be easily checked by LMI control toolbox in Matlab. (c) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [CEIS 2011]
引用
收藏
页数：5
相关论文
共 50 条
  • [1] Global exponential stability for neutral-type BAM neural networks with time-varying delays
    Balasubramaniam, P.
    Rakkiyappan, R.
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2010, 87 (09) : 2064 - 2075
  • [2] Stability analysis for neutral-type inertial BAM neural networks with time-varying delays
    Zhou, Fengyan
    Yao, Hongxing
    NONLINEAR DYNAMICS, 2018, 92 (04) : 1583 - 1598
  • [3] Stability analysis for neutral-type inertial BAM neural networks with time-varying delays
    Fengyan Zhou
    Hongxing Yao
    Nonlinear Dynamics, 2018, 92 : 1583 - 1598
  • [4] Global stability for neural networks of neutral-type with interval time-varying delays
    Park, Ju H.
    Kwon, O. M.
    CHAOS SOLITONS & FRACTALS, 2009, 41 (03) : 1174 - 1181
  • [5] Delay-Dependent Stability Criterion for Neural Networks of Neutral-Type with Interval Time-Varying Delays and Nonlinear Perturbations
    Liu, Guoquan
    Yang, Simon X.
    Fu, Wei
    ADVANCES IN SWARM INTELLIGENCE, PT I, 2011, 6728 : 464 - 471
  • [6] State estimation for neural networks of neutral-type with interval time-varying delays
    Park, Ju H.
    Kwon, O. M.
    Lee, S. M.
    APPLIED MATHEMATICS AND COMPUTATION, 2008, 203 (01) : 217 - 223
  • [7] Robust stability criteria for uncertain stochastic neural networks of neutral-type with interval time-varying delays
    Guoquan Liu
    Simon X. Yang
    Yi Chai
    Wei Feng
    Wei Fu
    Neural Computing and Applications, 2013, 22 : 349 - 359
  • [8] Stochastic robust stability for neutral-type impulsive interval neural networks with distributed time-varying delays
    Hu, Wenfeng
    Li, Chuandong
    Wu, Sichao
    NEURAL COMPUTING & APPLICATIONS, 2012, 21 (08): : 1947 - 1960
  • [9] STABILITY FOR NEURAL NETWORKS OF NEUTRAL-TYPE SYSTEMS WITH TIME-VARYING DELAYS ARGUMENTS
    Bu, Wei-Chun
    Zhong, Shou-Ming
    2008 INTERNATIONAL CONFERENCE ON APPERCEIVING COMPUTING AND INTELLIGENCE ANALYSIS (ICACIA 2008), 2008, : 110 - 113
  • [10] 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 - +
12345