Global stability of Bidirectional associative memory neural networks with variable coefficients and S-type distributed delays

被引：0
|
作者：
Kao, Yonggui [1 ]
Gao, Cunchen
Wu, Lu
Ming, Qinghe
机构：
[1] Ocean Univ China, Coll Informat Sci & Engn, Qingdao 266071, Peoples R China
[2] Ocean Univ China, Dept Math, Qingdao 266071, Peoples R China
来源：
NEURAL INFORMATION PROCESSING, PT 1, PROCEEDINGS | 2006年 / 4232卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is devoted to investigation of the global asymptotic stability for Bidirectional associative memory (BAM) neural networks with variable coefficient and S-type distributed signal transmission delays along the axon of a neuron. Some sufficient conditions for global asymptotic stability of the networks was obtained, in which the boundedness and differentiability of the signal functions in some papers are deleted. Some examples are also presented to show that our results are new and improve the previous results.
引用
收藏
页码：598 / 607
页数：10
相关论文
共 50 条
  • [21] Global robust stability of bidirectional associative memory neural networks with multiple time delays
    Senan, Sibel
    Arik, Sabri
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2007, 37 (05): : 1375 - 1381
  • [22] Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays
    Gao, Xiaomeng
    Li, Yajing
    Liu, Xinyi
    Ye, Yinlin
    Fan, Hongtao
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 36 (01) : 738 - 752
  • [23] Stability Analysis of Fractional Bidirectional Associative Memory Neural Networks With Multiple Proportional Delays and Distributed Delays
    Gao, Xiaomeng
    Li, Yajing
    Liu, Xinyi
    Ye, Yinlin
    Fan, Hongtao
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 36 (01) : 738 - 752
  • [24] Global exponential robust stability of interval cellular neural networks with S-type distributed delays
    Zhang, Ruojun
    Wang, Linshan
    MATHEMATICAL AND COMPUTER MODELLING, 2009, 50 (3-4) : 380 - 385
  • [25] Global exponential robust stability of static interval neural networks with S-type distributed delays
    Han, Wei
    Kao, Yonggui
    Wang, Linshan
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2011, 348 (08): : 2072 - 2081
  • [26] Global asymptotic stability analysis of bidirectional associative memory neural networks with constant time delays
    Arik, S
    Tavsanoglu, V
    NEUROCOMPUTING, 2005, 68 : 161 - 176
  • [27] An analysis of global exponential stability of bidirectional associative memory neural networks with constant time delays
    Zhao, Weirui
    Zhang, HuanShui
    Kong, Shulan
    NEUROCOMPUTING, 2007, 70 (7-9) : 1382 - 1389
  • [28] Robust stability of bidirectional associative memory neural networks with time delays
    Park, JH
    PHYSICS LETTERS A, 2006, 349 (06) : 494 - 499
  • [29] Global Stability of Bidirectional Associative Memory Neural Networks With Multiple Time-Varying Delays
    Sheng, Yin
    Zeng, Zhigang
    Huang, Tingwen
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (06) : 4095 - 4104
  • [30] Exponential stability of bidirectional associative memory neural networks with delays and impulsive
    Zhang, Chaolong
    Yang, Fengjian
    Li, Wei
    Wu, Dongqing
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 2128 - 2132
12345