Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks

被引：4
|
作者：
Zhang, Lingzhong [1 ]
Yang, Yongqing [2 ]
机构：
[1] Changshu Inst Technol, Sch Elect Engn & Automat, Changshu, Jiangsu, Peoples R China
[2] Jiangnan Univ, Wuxi Engn Res Ctr Biocomp, Sch Sci, Wuxi 214122, Jiangsu, Peoples R China
来源：
NEURAL PROCESSING LETTERS | 2022年 / 54卷 / 05期
基金：
中国博士后科学基金;
关键词：
Memristor; Fixed-time; Impulse effect; Adaptive; Synchronization; IMPULSIVE CONTROL; VARYING DELAYS; EXPONENTIAL STABILITY; FINITE-TIME;
D O I：
10.1007/s11063-022-10779-9
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this brief, fixed-time synchronization problem for inertial memristive neural networks (IMNNs) with impulsive and adaptive control is investigated. Instead of modeling the memristor as a right-hand discontinuous system, memristor is regarded as an uncertain continuous time-varying parameter, memristive neural networks (MNNs) is modeled as a neural network (NNs) with polytopic uncertainty and time varying parameters. By establishing comparison system, the criteria are established for synchronization of IMNNs in a setting time with impulsive and adaptive control input. Based on convex combination method, the influence of different impulsive effects on synchronization behavior of the system is analyzed by dividing the impulsive interval. Finally, numerical examples are given for illustration.
引用
收藏
页码：3657 / 3678
页数：22
相关论文
共 50 条
  • [1] Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks
    Lingzhong Zhang
    Yongqing Yang
    Neural Processing Letters, 2022, 54 : 3657 - 3678
  • [2] New study on fixed-time synchronization control of delayed inertial memristive neural networks
    Dong, Shiyu
    Zhu, Hong
    Zhong, Shouming
    Shi, Kaibo
    Liu, Yajuan
    APPLIED MATHEMATICS AND COMPUTATION, 2021, 399
  • [3] Fixed-time synchronization of coupled memristive neural networks via event-triggered control
    Bao, Yuangui
    Zhang, Yijun
    Zhang, Baoyong
    APPLIED MATHEMATICS AND COMPUTATION, 2021, 411
  • [4] Fixed-time Synchronization of Memristive Cohen-Grossberg Neural Networks with Impulsive Effects
    Wei, Ruoyu
    Cao, Jinde
    Alsaedi, Ahmed
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 16 (05) : 2214 - 2224
  • [5] Finite-Time and Fixed-Time Stabilization Control of Delayed Memristive Neural Networks: Robust Analysis Technique
    Li, Ruoxia
    Cao, Jinde
    NEURAL PROCESSING LETTERS, 2018, 47 (03) : 1077 - 1096
  • [6] Non-Oscillatory Control Based Fixed-Time Synchronization of Fuzzy Memristive Neural Networks
    Li, Zuhao
    Abdurahman, Abdujelil
    ENGINEERING REPORTS, 2025, 7 (02)
  • [7] Fixed-time synchronization of quaternion-valued memristive neural networks with time delays
    Wei, Ruoyu
    Cao, Jinde
    NEURAL NETWORKS, 2019, 113 : 1 - 10
  • [8] Finite/fixed-time synchronization control of fuzzy inertial cellular neural networks with mixed delays
    Yang, Tianqing
    Zou, Runmin
    Liu, Fang
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2023, 45 (10) : 1933 - 1946
  • [9] Fixed-time projective synchronization of memristive neural networks with discrete delay
    Chen, Chuan
    Li, Lixiang
    Peng, Haipeng
    Yang, Yixian
    Mi, Ling
    Qiu, Baolin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 534
  • [10] Fixed-time synchronization of fractional order memristive MAM neural networks by sliding mode control
    Wang, Weiping
    Jia, Xiao
    Wang, Zhen
    Luo, Xiong
    Li, Lixiang
    Kurths, Juergen
    Yuan, Manman
    NEUROCOMPUTING, 2020, 401 (401) : 364 - 376
12345