Modified Stability Criterion for BAM Neural Network with both Delays and Reaction Diffusion Terms

被引:0
|
作者
Wang, Jianqin [1 ]
Song, Qiankun [2 ]
机构
[1] North Sichuan Med Coll, Sch Basic Med, Nanchong 637007, Sichuan, Peoples R China
[2] Chongqing Jiaotong Univ, Dept Math, Chongqing 400074, Peoples R China
关键词
BAM neural network; delay; reaction-diffusion terms; exponential stability;
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
In this paper, the bidirectional associative memory (BAM) neural network with both delays and reaction diffusion terms is considered. By employing analytic techniques, a simple criterion is presented for checking the existence and uniqueness of the equilibrium and its global exponential stability for the neural network. The criterion improves and extends some recent results.
引用
收藏
页码:205 / 211
页数:7
相关论文
共 50 条
  • [21] Exponential stability of stochastic higher-order BAM neural networks with reaction-diffusion terms and mixed time-varying delays
    Wang, Yangling
    Cao, Jinde
    NEUROCOMPUTING, 2013, 119 : 192 - 200
  • [22] A graph-theoretic approach to exponential stability of BAM neural networks with delays and reaction-diffusion
    Su, Huan
    He, Zhifang
    Zhao, Yuwei
    Ding, Xiaohua
    APPLICABLE ANALYSIS, 2015, 94 (10) : 2037 - 2056
  • [23] Synchronization of Delayed BAM Neural Networks with Reaction-Diffusion Terms
    Sheng Li
    Gao Ming
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2753 - 2758
  • [24] GLOBAL EXPONENTIAL STABILITY OF HIGH-ORDER BAM NEURAL NETWORKS WITH REACTION-DIFFUSION TERMS
    Zhou, Feng-Yan
    Ma, Cheng-Rong
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2010, 20 (10): : 3209 - 3223
  • [25] Stability and Hopf bifurcation analysis on a simplified BAM neural network with delays
    Song, YL
    Han, MA
    Wei, JJ
    PHYSICA D-NONLINEAR PHENOMENA, 2005, 200 (3-4) : 185 - 204
  • [26] Stability analysis of stochastic BAM neural networks with reaction-diffusion, multi-proportional and distributed delays
    Wang, Tianyu
    Zhu, Quanxin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 533
  • [27] Stability of Uncertain Reaction-Diffusion Stochastic BAM Neural Networks with Mixed Delays and Markovian Jumping Parameters
    Vidhya, C.
    Balasubramaniam, P.
    MATHEMATICAL MODELLING AND SCIENTIFIC COMPUTATION, 2012, 283 : 283 - +
  • [28] Exponential stability for stochastic reaction-diffusion BAM neural networks with time-varying and distributed delays
    Zhu, Quanxin
    Li, Xiaodi
    Yang, Xinsong
    APPLIED MATHEMATICS AND COMPUTATION, 2011, 217 (13) : 6078 - 6091
  • [29] Global exponential stability of fuzzy cellular neural networks with delays and reaction-diffusion terms
    Wang, Jian
    Lu, Jun Guo
    CHAOS SOLITONS & FRACTALS, 2008, 38 (03) : 878 - 885
  • [30] The stability of impulsive stochastic Cohen–Grossberg neural networks with mixed delays and reaction–diffusion terms
    Jie Tan
    Chuandong Li
    Tingwen Huang
    Cognitive Neurodynamics, 2015, 9 : 213 - 220