Finite-time synchronization for fuzzy inertial cellular neural networks with time-varying delays via integral inequality

被引:2
|
作者
Wang, Zhenjie [1 ]
Cui, Wenxia [1 ]
Jin, Wenbin [1 ]
机构
[1] Shanghai Univ Engn Sci, Sch Math Phys & Stat, Shanghai 201620, Peoples R China
关键词
Finite-time synchronization; complex networks; time-varying delays; integral inequality; GLOBAL EXPONENTIAL STABILITY; ALMOST-PERIODIC SOLUTIONS; ASYMPTOTIC STABILITY; EXISTENCE;
D O I
10.3233/JIFS-211065
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper mainly considers the finite-time synchronization problem of fuzzy inertial cellular neural networks (FICNNs) with time-varying delays. By constructing the suitable Lyapunov functional, and using integral inequality techniques, several sufficient criteria have been proposed to ensure the finite-time synchronization for the addressed (FICNNs). Without applying the known finite-time stability theorem, which is widely used to solve the finite-time synchronization problems for (FICNNs). In this paper, the proposed method is relatively convenient to solve finite-time synchronization problem of the addressed system, this paper extends the research works on the finite-time synchronization of (FICNNs). Finally, numerical simulations illustrated verify the effectiveness of the proposed results.
引用
收藏
页码:3653 / 3666
页数:14
相关论文
共 50 条
  • [21] Finite-time stabilization for fractional-order inertial neural networks with time-varying delays
    Aouiti, Chaouki
    Cao, Jinde
    Jallouli, Hediene
    Huang, Chuangxia
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2022, 27 (01): : 1 - 18
  • [22] Exponential lag synchronization of fuzzy cellular neural networks with time-varying delays
    Xing, Zhiwei
    Peng, Jigen
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2012, 349 (03): : 1074 - 1086
  • [23] General Decay Synchronization for Fuzzy Cellular Neural Networks with Time-Varying Delays
    Muhammadhaji, Ahmadjan
    Abdurahman, Abdujelil
    INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION, 2019, 20 (05) : 551 - 560
  • [24] Stability and Finite-Time Synchronization Analysis for Recurrent Neural Networks with Improved Integral-Type Time-Varying Delays
    Li, Meng
    Maimaitiaili, Gulijiamali
    ADVANCES IN MATHEMATICAL PHYSICS, 2023, 2023
  • [25] Finite-time stabilization of discontinuous fuzzy inertial Cohen-Grossberg neural networks with mixed time-varying delays
    Kong, Fanchao
    Zhu, Quanxin
    Sakthivel, Rathinasamy
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2021, 26 (05): : 759 - 780
  • [26] Synchronization of Fuzzy Inertial Neural Networks with Time-Varying Delays via Fixed-Time and Preassigned-Time Control
    Li, Songjie
    Li, Haoyu
    Wang, Xinmei
    Wang, Leimin
    Hu, Junhao
    NEURAL PROCESSING LETTERS, 2023, 55 (07) : 9503 - 9520
  • [27] Synchronization of Fuzzy Inertial Neural Networks with Time-Varying Delays via Fixed-Time and Preassigned-Time Control
    Songjie Li
    Haoyu Li
    Xinmei Wang
    Leimin Wang
    Junhao Hu
    Neural Processing Letters, 2023, 55 : 9503 - 9520
  • [28] Finite-time and fixed-time anti-synchronization of neural networks with time-varying delays
    Wang, Lili
    Chen, Tianping
    NEUROCOMPUTING, 2019, 329 : 165 - 171
  • [29] Finite-Time Synchronization of Neural Networks With Infinite Discrete Time-Varying Delays and Discontinuous Activations
    Sheng, Yin
    Zeng, Zhigang
    Huang, Tingwen
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (06) : 3034 - 3043
  • [30] Finite-time synchronization of chaotic neural networks with mixed time-varying delays and stochastic disturbance
    Huaiqin Wu
    Xiaowei Zhang
    Ruoxia Li
    Rong Yao
    Memetic Computing, 2015, 7 : 231 - 240