Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays

被引：0
|
作者：
Yanjun Liu
Yu Qin
Junjian Huang
Tingwen Huang
Xinbo Yang
机构：
[1] Nankai University,School of Mathematical Science
[2] Chongqing University of Education,Key Laboratory of Machine Perception and Childrens Intelligence Development
[3] Texas A&M University at Qatar,undefined
来源：
Neural Processing Letters | 2019年 / 50卷
关键词：
Finite-time synchronization; Complexed-valued neural networks; Multiple time-varying delays; Infinite distributed delays; Lyapunov–Krasovskii function;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper investigates finite-time synchronization of complexed-valued neural networks with multiple time-varying delays and infinite distributed delays. By separating the complex-valued neural networks into the real and the imaginary parts, the corresponding equivalent real-valued systems are obtained. Some sufficient conditions are derived for finite-time synchronization of the drive-response system based on the new Lyapunov–Krasovskii function and the new analysis techniques. Numerical examples demonstrate the effectiveness of the theoretical results.
引用
收藏
页码：1773 / 1787
页数：14
相关论文
共 50 条
  • [1] Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays
    Liu, Yanjun
    Qin, Yu
    Huang, Junjian
    Huang, Tingwen
    Yang, Xinbo
    NEURAL PROCESSING LETTERS, 2019, 50 (02) : 1773 - 1787
  • [2] Finite-time synchronization of complex-valued neural networks with finite-time distributed delays
    Liu, Yanjun
    Huang, Junjian
    Qin, Yu
    Yang, Xinbo
    NEUROCOMPUTING, 2020, 416 : 152 - 157
  • [3] Finite-time synchronization of a class of nonlinear complex-valued networks with time-varying delays
    Zhang, Chuan
    Wang, Xingyuan
    Unar, Salahuddin
    Wang, Yu
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 528
  • [4] Finite-Time Projective Synchronization of Stochastic Complex-Valued Neural Networks With Probabilistic Time-Varying Delays
    Hui, Meng
    Zhang, Jiahuang
    Zhang, Jiao
    Iu, Herbert Ho-Ching
    Yao, Rui
    Bai, Lin
    IEEE ACCESS, 2021, 9 : 44784 - 44796
  • [5] Cluster synchronization of coupled complex-valued neural networks with leakage and time-varying delays in finite-time
    Jayanthi, N.
    Santhakumari, R.
    Rajchakit, Grienggrai
    Boonsatit, Nattakan
    Jirawattanapanit, Anuwat
    AIMS MATHEMATICS, 2022, 8 (01): : 2018 - 2043
  • [6] Finite-Time Synchronization of Complex-Valued Neural Networks With Infinite Delays: A Criterion and Examples
    Gong, Haoyu
    Sheng, Yin
    Wang, Shen
    IEEE SYSTEMS MAN AND CYBERNETICS MAGAZINE, 2025, 11 (01): : 4 - 10
  • [7] Finite-Time Passivity and Synchronization for a Class of Fuzzy Inertial Complex-Valued Neural Networks with Time-Varying Delays
    Han, Jing
    AXIOMS, 2024, 13 (01)
  • [8] Finite-Time Synchronization for Complex-Valued Recurrent Neural Networks with Time Delays
    Zhang, Ziye
    Liu, Xiaoping
    Lin, Chong
    Chen, Bing
    COMPLEXITY, 2018,
  • [9] Finite-time Synchronization of fractional-order complex-valued fuzzy cellular neural networks with time-varying delays
    Jin, Wenbin
    Cui, Wenxia
    Wang, Zhenjie
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (06) : 7341 - 7351
  • [10] Finite-Time and Fixed-Time Synchronization of Complex-Valued Recurrent Neural Networks with Discontinuous Activations and Time-Varying Delays
    Chaouki Aouiti
    Mayssa Bessifi
    Xiaodi Li
    Circuits, Systems, and Signal Processing, 2020, 39 : 5406 - 5428
12345