Synchronization of fractional-order memristive recurrent neural networks via aperiodically intermittent control

被引：3
作者：
Zhang, Shuai [1 ,2 ,3 ]
Yang, Yongqing [4 ]
Sui, Xin [5 ]
Zhang, Yanna [1 ,2 ,3 ]
机构：
[1] Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Henan, Peoples R China
[2] Engn Lab Intelligence Business & Internet Things, Xinxiang 453007, Henan, Peoples R China
[3] Henan Normal Univ, Coll Math & Informat Sci, Xinxiang 453007, Henan, Peoples R China
[4] Jiangnan Univ, Sch Sci, Wuxi 214122, Jiangsu, Peoples R China
[5] Yantai Univ, Sch Math & Informat Sci, Yantai 264005, Peoples R China
来源：
MATHEMATICAL BIOSCIENCES AND ENGINEERING | 2022年 / 19卷 / 11期
关键词：
synchronization; fractional-order; memristive recurrent neural networks; aperiodically intermittent control; EXPONENTIAL STABILITY; PARAMETERS MISMATCH; MIXED DELAYS; SYSTEMS;
D O I：
10.3934/mbe.2022545
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
In this paper, synchronization of fractional-order memristive recurrent neural networks via aperiodically intermittent control is investigated. Considering the special properties of memristor neural network, differential inclusion theory is introduced. Similar to the aperiodically strategy of integer order, aperiodically intermittent control strategy of fractional order is proposed. Under the framework of Fillipov's solution, based on the intermittent strategy of fractional order systems and the properties Mittag-Leffler, sufficient criteria of aperiodically intermittent strategy are obtained by constructing appropriate Lyapunov functional. Some comparisons are given to demonstrate the advantages of aperiodically strategy. A simulation example is given to illustrate the derived conclusions.
引用
收藏
页码：11717 / 11734
页数：18
相关论文
共 42 条
  • [1] Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control
    Cao, Yuting
    Wang, Shengbo
    Guo, Zhenyuan
    Huang, Tingwen
    Wen, Shiping
    [J]. NEURAL NETWORKS, 2019, 119 : 178 - 189
  • [2] MEMRISTIVE DEVICES AND SYSTEMS
    CHUA, LO
    KANG, SM
    [J]. PROCEEDINGS OF THE IEEE, 1976, 64 (02) : 209 - 223
  • [3] MEMRISTOR - MISSING CIRCUIT ELEMENT
    CHUA, LO
    [J]. IEEE TRANSACTIONS ON CIRCUIT THEORY, 1971, CT18 (05): : 507 - +
  • [4] Zero-Hopf Bifurcation of a memristive synaptic Hopfield neural network with time delay
    Dong, Tao
    Gong, Xiaomei
    Huang, Tingwen
    [J]. NEURAL NETWORKS, 2022, 149 : 146 - 156
  • [5] Global μ-synchronization for nonlinear complex networks with unbounded multiple time delays and uncertainties via impulsive control
    Fan, Hongguang
    Shi, Kaibo
    Zhao, Yi
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 599
  • [6] Pinning impulsive cluster synchronization of uncertain complex dynamical networks with multiple time-varying delays and impulsive effects
    Fan, Hongguang
    Shi, Kaibo
    Zhao, Yi
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 587
  • [7] Real-Time Nonlinear Model Predictive Control of Active Power Filter Using Self-Feedback Recurrent Fuzzy Neural Network Estimator
    Fei, Juntao
    Liu, Lunhaojie
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (08) : 8366 - 8376
  • [8] Special Functions-Based Fixed-Time Estimation and Stabilization for Dynamic Systems
    Hu, Cheng
    Jiang, Haijun
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (05): : 3251 - 3262
  • [9] Synchronization of complex-valued dynamic networks with intermittently adaptive coupling: A direct error method
    Hu, Cheng
    He, Haibo
    Jiang, Haijun
    [J]. AUTOMATICA, 2020, 112
  • [10] Bifurcations in a delayed fractional complex-valued neural network
    Huang, Chengdai
    Cao, Jinde
    Xiao, Min
    Alsaedi, Ahmed
    Hayat, Tasawar
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2017, 292 : 210 - 227
12345