Global Stabilization for Delayed Fuzzy Inertial Neural Networks

被引：0
|
作者：
Xiao, Qiang [1 ,2 ]
Huang, Tingwen [3 ]
Zeng, Zhigang [1 ,2 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[2] Educ Minist China, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[3] Texas A&M Univ Qatar, Dept Math, Doha, Qatar
来源：
ADVANCES IN NEURAL NETWORKS - ISNN 2019, PT II | 2019年 / 11555卷
关键词：
Asymptotic and exponential stabilization; Inertial neural networks; Non-reduced order method; T-S fuzzy logic; Time delay; EXPONENTIAL STABILITY; SYNCHRONIZATION;
D O I：
10.1007/978-3-030-22808-8_7
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 studies the global stabilization problem for a class of fuzzy inertial neural networks (FINN) with time delays and deals with the FINN directly by non-reduced order method. By Lyapunov theory and some analytical techniques, some criteria of global asymptotic and exponential stabilization for the considered FINN are obtained. An example is given to show the effectiveness and validity of the theoretical results.
引用
收藏
页码：62 / 69
页数：8
相关论文
共 50 条
  • [41] Global robust stability of fuzzy cellular neural networks with parameter uncertainties
    Zhang, Tiecheng
    He, Wei
    AIMS MATHEMATICS, 2024, 9 (04): : 8063 - 8078
  • [42] Fixed-time stabilization of fuzzy neutral-type inertial neural networks with proportional delays
    Jia, Shuyi
    Zhou, Liqun
    ISA TRANSACTIONS, 2024, 144 : 167 - 175
  • [43] Finite-Time Stabilization Criteria of Delayed Inertial Neural Networks with Settling-Time Estimation Protocol and Reliable Control Mechanism
    Wang, Wenhao
    Hua, Lanfeng
    Zhu, Hong
    Wang, Jun
    Shi, Kaibo
    Zhong, Shouming
    FRACTAL AND FRACTIONAL, 2023, 7 (02)
  • [44] Matrix measure based dissipativity analysis for inertial delayed uncertain neural networks
    Tu, Zhengwen
    Cao, Jinde
    Hayat, Tasawar
    NEURAL NETWORKS, 2016, 75 : 47 - 55
  • [45] Fixed-Time Stabilization of Delayed Discontinuous Fuzzy Neural Networks via Delayed Stability Conditions of Filippov Systems
    Kong, Fanchao
    Zhu, Quanxin
    Huang, Tingwen
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (10) : 4348 - 4358
  • [46] Global Stabilization of Fuzzy Memristor-Based Reaction-Diffusion Neural Networks
    Wang, Leimin
    He, Haibo
    Zeng, Zhigang
    Hu, Cheng
    IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (11) : 4658 - 4669
  • [47] Global μ-stabilization of quaternion-valued inertial BAM neural networks with time-varying delays via time-delayed impulsive control
    Zhao, Rui
    Wang, Baoxian
    Jian, Jigui
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2022, 202 : 223 - 245
  • [48] Global asymptotic and robust stability of inertial neural networks with proportional delays
    Cui, Na
    Jiang, Haijun
    Hu, Cheng
    Abdurahman, Abdujelil
    NEUROCOMPUTING, 2018, 272 : 326 - 333
  • [49] Global stabilization of a class of fractional-order delayed bidirectional associative memory neural networks
    Yang, Zhanying
    Tang, Xiaoyun
    Zhang, Jie
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2019, 27 (05) : 3442 - 3453
  • [50] Stability and Stabilization of Delayed Neural Networks with Hybrid Impulses
    Zou, Kefa
    Li, Xuechen
    Wang, Nan
    Lou, Jungang
    Lu, Jianquan
    COMPLEXITY, 2020, 2020
12345