Synchronization of delayed fractional-order complex-valued neural networks with leakage delay

被引：28
|
作者：
Zhang, Weiwei [1 ,2 ]
Zhang, Hai [1 ]
Cao, Jinde [2 ]
Zhang, Hongmei [1 ]
Chen, Dingyuan [1 ]
机构：
[1] Anqing Normal Univ, Sch Math & Computat Sci, Anqing 246133, Peoples R China
[2] Southeast Univ, Sch Math, Nanjing 210096, Peoples R China
来源：
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS | 2020年 / 556卷
基金：
中国国家自然科学基金;
关键词：
Synchronization; Leakage delay; Fractional order; Complex valued neural networks; Inequality; STABILITY ANALYSIS; PROJECTIVE SYNCHRONIZATION; BIFURCATION;
D O I：
10.1016/j.physa.2020.124710
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
This paper talks about the global synchronization of delayed fractional-order complex valued neural networks (FOCVNNs) with leakage delay. A new fractional differential inequality is proposed, which offers an important tool in the investigation of synchronization about FOCVNNs. Through constructing appropriate Lyapunov function and using the fractional order comparison theory, some new synchronization conditions are established. A numerical example is given to demonstrate the feasibility of the proposed method. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数：7
相关论文
共 50 条
  • [1] Synchronization in Fractional-Order Complex-Valued Delayed Neural Networks
    Zhang, Weiwei
    Cao, Jinde
    Chen, Dingyuan
    Alsaadi, Fuad E.
    [J]. ENTROPY, 2018, 20 (01)
  • [2] Synchronization of fractional-order complex-valued neural networks with time delay
    Bao, Haibo
    Park, Ju H.
    Cao, Jinde
    [J]. NEURAL NETWORKS, 2016, 81 : 16 - 28
  • [3] Impact of leakage delay on bifurcation in fractional-order complex-valued neural networks
    Xu, Changjin
    Liao, Maoxin
    Li, Peiluan
    Yuan, Shuai
    [J]. CHAOS SOLITONS & FRACTALS, 2021, 142
  • [4] Anti-synchronization of fractional-order complex-valued neural networks with a leakage delay and time-varying delays
    Li, Xuemei
    Liu, Xinge
    Wang, Fengxian
    [J]. CHAOS SOLITONS & FRACTALS, 2023, 174
  • [5] Impulsive Stabilization and Synchronization of Fractional-Order Complex-Valued Neural Networks
    Wan, Peng
    Jian, Jigui
    [J]. NEURAL PROCESSING LETTERS, 2019, 50 (03) : 2201 - 2218
  • [6] Impulsive Stabilization and Synchronization of Fractional-Order Complex-Valued Neural Networks
    Peng Wan
    Jigui Jian
    [J]. Neural Processing Letters, 2019, 50 : 2201 - 2218
  • [7] Fixed-deviation stabilization and synchronization for delayed fractional-order complex-valued neural networks
    Zhang, Bingrui
    Zhang, Jin-E
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (06) : 10244 - 10263
  • [8] Pinning synchronization of multiple fractional-order fuzzy complex-valued delayed spatiotemporal neural networks
    Wu, Kai
    Tang, Ming
    Liu, Zonghua
    Ren, Han
    Zhao, Liang
    [J]. CHAOS SOLITONS & FRACTALS, 2024, 182
  • [9] Stability and synchronization of fractional-order complex-valued neural networks with time delay: LMI approach
    K. Udhayakumar
    R. Rakkiyappan
    G. Velmurugan
    [J]. The European Physical Journal Special Topics, 2017, 226 : 3639 - 3655
  • [10] Stability and synchronization of fractional-order complex-valued neural networks with time delay: LMI approach
    Udhayakumar, K.
    Rakkiyappan, R.
    Velmurugan, G.
    [J]. EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2017, 226 (16-18): : 3639 - 3655
12345