Pinning Synchronization via Intermittent Control for Memristive Cohen-Grossberg Neural Networks With Mixed Delays

被引：9
|
作者：
Hui, Meng [1 ]
Luo, Ni [1 ]
Iu, Herbert Ho-Ching [2 ]
Wu, Qisheng [1 ]
Yao, Rui [1 ]
Bai, Lin [1 ]
机构：
[1] Changan Univ, Sch Elect & Control, Xian 710064, Peoples R China
[2] Univ Western Australia, Sch Elect Elect & Comp Engn, Perth, WA 6009, Australia
来源：
IEEE ACCESS | 2020年 / 8卷
基金：
中国国家自然科学基金;
关键词：
Delays; Synchronization; Biological neural networks; Memristors; Neurons; Stability analysis; Memristive Cohen-Grossberg neural networks; exponential synchronization; pinning control; periodic intermittent control; GLOBAL EXPONENTIAL STABILITY; FIXED-TIME SYNCHRONIZATION; DISCRETE; PASSIVITY; SYSTEMS;
D O I：
10.1109/ACCESS.2020.2982043
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents the exponential synchronization for a class of memristive Cohen-Grossberg neural networks (MCGNNs) with mixed delays via a new hybrid control strategy. This new hybrid control strategy combines pinning control and periodic intermittent control. According to the feature of memristor, the memristive terms of the MCGNNs with mixed delays are normalized by a simple linear transformation. Then the designed periodic intermittent control is added to selected partial network nodes. Based on the stability theory of memristive neural networks and the exponential synchronization rule, the new synchronization conditions are given. Finally, numerical simulations are provided to show the effectiveness of the theoretical method.
引用
收藏
页码：55676 / 55687
页数：12
相关论文
共 50 条
  • [31] Synchronization analysis for fractional order memristive Cohen-Grossberg neural networks with state feedback and impulsive control
    Zhang, Lingzhong
    Yang, Yongqing
    Xu, Xianyun
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 506 : 644 - 660
  • [32] Asymptotical and adaptive synchronization of Cohen-Grossberg neural networks with heterogeneous proportional delays
    Jia, Shichao
    Hu, Cheng
    Yu, Juan
    Jiang, Haijun
    NEUROCOMPUTING, 2018, 275 : 1449 - 1455
  • [33] Robust fixed-time synchronization of discontinuous Cohen-Grossberg neural networks with mixed time delays
    Kong, Fanchao
    Zhu, Quanxin
    Liang, Feng
    Nieto, Juan J.
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2019, 24 (04): : 603 - 625
  • [34] Analysis and aperiodically intermittent control for synchronization of multi-weighted coupled Cohen-Grossberg neural networks without and with coupling delays
    Hao, Qing
    Huang, Yanli
    INFORMATION SCIENCES, 2022, 607 : 377 - 400
  • [35] Adaptive synchronization of Cohen-Grossberg neural networks with unknown parameters and mixed time-varying delays
    Gan, Qintao
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2012, 17 (07) : 3040 - 3049
  • [36] Synchronization of BAM Cohen-Grossberg FCNNs with mixed time delays
    Manikandan, M.
    Ratnavelu, K.
    Balasubramaniam, P.
    Ong, S. H.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2021, 18 (02): : 159 - 173
  • [37] Stability of Impulsive Cohen-Grossberg Neural Networks with Delays
    Yang, Jianfu
    Ding, Wensi
    Yang, Fengjian
    Liang, Lishi
    Hong, Qun
    ADVANCES IN NEURAL NETWORKS - ISNN 2010, PT 1, PROCEEDINGS, 2010, 6063 : 554 - +
  • [38] Analysis for Cohen-Grossberg neural networks with multiple delays
    Ce Ji
    Huaguang Zhang
    Huanxin Guan
    Ping Yuan
    Journal of Control Theory and Applications, 2006, 4 (4): : 392 - 396
  • [39] Exponential Synchronization of Stochastic Reaction-Diffusion Fuzzy Cohen-Grossberg Neural Networks With Time-Varying Delays Via Periodically Intermittent Control
    Gan, Qintao
    Li, Yang
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2013, 135 (06):
  • [40] Pinning Exponential Synchronization of Nonlinearly Coupled Neural Networks with Mixed Delays via Intermittent Control
    Wang, Jian-An
    Wen, Xin-Yu
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 16 (04) : 1558 - 1568
12345