Novel Results on Fixed-Time Complex Projective Lag Synchronization for Fuzzy Complex-Valued Neural Networks With Inertial Item

被引：0
|
作者：
Yao, Yu [1 ]
Han, Jing [2 ]
Zhang, Guodong [1 ]
Hu, Junhao [1 ]
机构：
[1] South Cent Minzu Univ, Coll Math & Stat, Wuhan 430074, Peoples R China
[2] Wuhan Business Univ, Sch Informat Engn, Wuhan 430000, Peoples R China
来源：
IEEE ACCESS | 2024年 / 12卷
基金：
中国国家自然科学基金;
关键词：
Synchronization; Artificial neural networks; Numerical stability; Pattern recognition; Fuzzy control; Adaptive control; Fixed-time complex projective lag synchronization (FXCPLS); fuzzy neural networks; complex-valued neural networks; inertial item; FINITE-TIME; STABILIZATION; STABILITY; DESIGN;
D O I：
10.1109/ACCESS.2024.3413785
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper focuses on investigating fuzzy complex-valued neural networks with inertial item. By utilizing fixed-time stability theory and inequality techniques, we designed two types of feedback controllers and obtained some new criteria to ensure that the system achieves fixed-time complex projective lag synchronization(CPLS). Compared with previous works, we study the complex-value system as a whole, and compared to ordinary synchronization, CPLS has a broader range of applications. Finally, we provide numerical simulations to verify the effectiveness of the theoretical results.
引用
收藏
页码：86120 / 86131
页数：12
相关论文
共 50 条
  • [31] Finite-Time Passivity and Synchronization for a Class of Fuzzy Inertial Complex-Valued Neural Networks with Time-Varying Delays
    Han, Jing
    [J]. AXIOMS, 2024, 13 (01)
  • [32] Finite-Time and Fixed-Time Synchronization of Complex-Valued Recurrent Neural Networks with Discontinuous Activations and Time-Varying Delays
    Aouiti, Chaouki
    Bessifi, Mayssa
    Li, Xiaodi
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (11) : 5406 - 5428
  • [33] 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
    [J]. Circuits, Systems, and Signal Processing, 2020, 39 : 5406 - 5428
  • [34] Fixed-time Synchronization of Complex-valued Memristive BAM Neural Network and Applications in Image Encryption and Decryption
    Guo, Yongzhen
    Luo, Yang
    Wang, Weiping
    Luo, Xiong
    Ge, Chao
    Kurths, Juergen
    Yuan, Manman
    Gao, Yang
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2020, 18 (02) : 462 - 476
  • [35] Fixed-time Synchronization of Complex-valued Memristive BAM Neural Network and Applications in Image Encryption and Decryption
    Yongzhen Guo
    Yang Luo
    Weiping Wang
    Xiong Luo
    Chao Ge
    Jürgen Kurths
    Manman Yuan
    Yang Gao
    [J]. International Journal of Control, Automation and Systems, 2020, 18 : 462 - 476
  • [36] Finite/fixed-time synchronization for Markovian complex-valued memristive neural networks with reaction-diffusion terms and its application
    Song, Xiaona
    Man, Jingtao
    Song, Shuai
    Zhang, Yijun
    Ning, Zhaoke
    [J]. NEUROCOMPUTING, 2020, 414 : 131 - 142
  • [37] Fixed-time synchronization of complex-valued neural networks for image protection and 3D point cloud information protection
    Yang, Wenqiang
    Huang, Junjian
    He, Xing
    Wen, Shiping
    [J]. NEURAL NETWORKS, 2024, 172
  • [38] Finite-Time Projective Synchronization of Caputo Type Fractional Complex-Valued Delayed Neural Networks
    Wang, Shuang
    Zhang, Hai
    Zhang, Weiwei
    Zhang, Hongmei
    [J]. MATHEMATICS, 2021, 9 (12)
  • [39] Finite-Time Synchronization for T–S Fuzzy Complex-Valued Inertial Delayed Neural Networks Via Decomposition Approach
    S. Ramajayam
    S. Rajavel
    R. Samidurai
    Yang Cao
    [J]. Neural Processing Letters, 2023, 55 : 5885 - 5903
  • [40] Synchronization of inertial complex-valued memristor-based neural networks with time-varying delays
    Wang P.
    Li X.
    Zheng Q.
    [J]. Math. Biosci. Eng., 2024, 2 (3319-3334): : 3319 - 3334
12345