Synchronization of fractional-order memristive neural networks with time delays

被引:0
|
作者
Chen, Chong [1 ]
Ding, Zhixia [1 ]
Li, Sai [1 ]
Wang, Liheng [1 ]
机构
[1] Wuhan Inst Technol, Sch Elect & Informat Engn, Wuhan 430205, Peoples R China
基金
中国国家自然科学基金;
关键词
FMNN; LMI; time delays; synchronization; PROJECTIVE SYNCHRONIZATION; PASSIVITY; STABILITY;
D O I
10.1109/cac48633.2019.8996193
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Synchronization of fractional-order memristive neural networks (FMNN) with time delays is investigated via coupling feedback controller in this paper. Based on fractional-order differential inclusion and and comparison theorem for fractional-order systems, some sufficient conditions are obtained to realize synchronization of FMNN with time delays. In addition, these criteria exist in the form of linear matrix inequality (LMI). Finally, the effectiveness and correctness the obtained results are demonstrated via a numerical example.
引用
收藏
页码:2754 / 2759
页数:6
相关论文
共 50 条
  • [41] Projective synchronization of fractional-order memristive neural networks with switching jumps mismatch
    Zhang, Lingzhong
    Yang, Yongqing
    Wang, Fei
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 471 : 402 - 415
  • [42] Different impulsive effects on synchronization of fractional-order memristive BAM neural networks
    Lingzhong Zhang
    Yongqing Yang
    Nonlinear Dynamics, 2018, 93 : 233 - 250
  • [43] Quasi-synchronization of discrete-time fractional-order quaternion-valued memristive neural networks with time delays and uncertain parameters
    Zhao, Mingfang
    Li, Hong-Li
    Zhang, Long
    Hu, Cheng
    Jiang, Haijun
    APPLIED MATHEMATICS AND COMPUTATION, 2023, 453
  • [44] The global Mittag-Leffler synchronization problem of Caputo fractional-order inertial memristive neural networks with time-varying delays
    Wang Y.
    Li J.
    Soft Computing, 2024, 28 (13-14) : 8247 - 8257
  • [45] Finite-time synchronization of fractional-order memristive recurrent neural networks with discontinuous activation functions
    Li, Xiaofan
    Fang, Jian-an
    Zhang, Wenbing
    Li, Huiyuan
    NEUROCOMPUTING, 2018, 316 : 284 - 293
  • [46] Finite-time synchronization of fractional-order memristor-based neural networks with time delays
    Velmurugan, G.
    Rakkiyappan, R.
    Cao, Jinde
    NEURAL NETWORKS, 2016, 73 : 36 - 46
  • [47] Lag synchronization for fractional-order memristive neural networks with time delay via switching jumps mismatch
    Zhang, Lingzhong
    Yang, Yongqing
    Wang, Fei
    Sui, Xin
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (03): : 1217 - 1240
  • [48] Anti-synchronization Analysis of Fractional-Order Neural Networks with Time-Varying Delays
    Xu, Minglin
    Liu, Peng
    Kong, Minxue
    Sun, Junwei
    2020 12TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2020, : 585 - 590
  • [49] Hybrid projective synchronization of fractional-order memristor-based neural networks with time delays
    G. Velmurugan
    R. Rakkiyappan
    Nonlinear Dynamics, 2016, 83 : 419 - 432
  • [50] Synchronization analysis for discrete fractional-order complex-valued neural networks with time delays
    Liu, Xiang
    Yu, Yongguang
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (16): : 10503 - 10514