General decay synchronization of delayed BAM neural networks with reaction-diffusion terms

被引:4
|
作者
Mahemuti, Rouzimaimaiti [1 ]
Halik, Azhar [1 ]
Abdurahman, Abdujelil [1 ]
机构
[1] Xinjiang Univ, Coll Math & Syst Sci, Urumqi 830046, Xinjiang, Peoples R China
基金
中国国家自然科学基金;
关键词
BAM neural network; General decay synchronization; Reaction-diffusion terms; Time-delay; STABILITY;
D O I
10.1186/s13662-020-02906-4
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, general decay synchronization of delayed bidirectional associative memory neural networks with reaction-diffusion terms is studied. First, a useful lemma is introduced to determine the general decay synchronization of considered systems. Furthermore, a type of nonlinear controller is designed. Then, some sufficient conditions are obtained to insure the general decay synchronization of the drive-response systems via using Lyapunov functional method and Poincare inequality. Finally, the obtained theoretical results are evaluated by giving one numerical example. The exponential synchronization, polynomial synchronization, and some other types of synchronization can be seen as special cases of the general decay synchronization.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] General decay synchronization of delayed BAM neural networks with reaction–diffusion terms
    Rouzimaimaiti Mahemuti
    Azhar Halik
    Abdujelil Abdurahman
    Advances in Difference Equations, 2020
  • [2] Synchronization of Delayed BAM Neural Networks with Reaction-Diffusion Terms
    Sheng Li
    Gao Ming
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2753 - 2758
  • [3] Impulsive synchronization control of delayed inertial BAM neural networks with reaction-diffusion terms
    Zhang, Weiyuan
    Wang, Zhenhua
    Zhang, Leilei
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 1123 - 1128
  • [4] General Decay Synchronization of State and Spatial Diffusion Coupled Delayed Memristive Neural Networks With Reaction-diffusion Terms
    Huang, Yanli
    Zhao, Xin
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2024, 22 (07) : 2313 - 2326
  • [5] General decay synchronization and H∞ synchronization of spatial diffusion coupled delayed reaction-diffusion neural networks
    Lu, Jianmou
    Huang, Yanli
    Ren, Shunyan
    ISA TRANSACTIONS, 2020, 101 : 234 - 245
  • [6] Synchronization of a class of delayed neural networks with reaction-diffusion terms
    Wang, Yanyan
    Cao, Jinde
    PHYSICS LETTERS A, 2007, 369 (03) : 201 - 211
  • [7] Global exponential synchronization of delayed BAM neural networks with reaction-diffusion terms and the Neumann boundary conditions
    WeiYuan Zhang
    JunMin Li
    Boundary Value Problems, 2012
  • [8] Global exponential synchronization of delayed BAM neural networks with reaction-diffusion terms and the Neumann boundary conditions
    Zhang, WeiYuan
    Li, JunMin
    BOUNDARY VALUE PROBLEMS, 2012, : 1 - 14
  • [9] Adaptive exponential synchronization of delayed neural networks with reaction-diffusion terms
    Sheng, Li
    Yang, Huizhong
    Lou, Xuyang
    CHAOS SOLITONS & FRACTALS, 2009, 40 (02) : 930 - 939
  • [10] Impulsive Control and Synchronization for Delayed Neural Networks With Reaction-Diffusion Terms
    Hu, Cheng
    Jiang, Haijun
    Teng, Zhidong
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (01): : 67 - 81