Lagrange Stability of Complex-Valued Memristor-Based Neural Networks

被引：0
|
作者：
Wang, Nengjie [1 ]
Li, Biwen [1 ]
机构：
[1] Hubei Normal Univ, Coll Math & Stat, Huangshi 435002, Peoples R China
来源：
2017 14TH INTERNATIONAL WORKSHOP ON COMPLEX SYSTEMS AND NETWORKS (IWCSN) | 2017年
关键词：
complex-valued neural networks; memristor; Lagrange stability; TIME-VARYING DELAYS; GLOBAL EXPONENTIAL STABILITY;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper, we consider the Lagrange stability of complex-valued memristor-based neural networks. Based upon inequality techniques, several new criterions are proposed to ensure that the neural network is Lagrange exponentially stable, and this can be achieved by means of constructing an appropriate function. Meanwhile, the attractive domain is estimated. The results improve the quality of extensive literature. To verify the feasibility of the derived results, a numerical example was given.
引用
收藏
页码：144 / 148
页数：5
相关论文
共 50 条
  • [21] Passivity Analysis of Memristor-Based Complex-Valued Neural Networks with Time-Varying Delays
    G. Velmurugan
    R. Rakkiyappan
    S. Lakshmanan
    [J]. Neural Processing Letters, 2015, 42 : 517 - 540
  • [22] Finite-time synchronization of memristor-based complex-valued neural networks with time delays
    Sun, Kaili
    Zhu, Song
    Wei, Yongchang
    Zhang, Xiaoke
    Gao, Fei
    [J]. PHYSICS LETTERS A, 2019, 383 (19) : 2255 - 2263
  • [23] 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
  • [24] Adaptive anti-synchronization of memristor-based complex-valued neural networks with time delays
    Xu, Wei
    Zhu, Song
    Fang, Xiaoyu
    Wang, Wei
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 535
  • [25] Fixed-Time Synchronization of Complex-Valued Memristor-Based Neural Networks with Impulsive Effects
    Zhang, Yanlin
    Deng, Shengfu
    [J]. NEURAL PROCESSING LETTERS, 2020, 52 (02) : 1263 - 1290
  • [26] Exponential Synchronization of Delayed Memristor-Based Uncertain Complex-Valued Neural Networks for Image Protection
    Yuan, Manman
    Wang, Weiping
    Wang, Zhen
    Luo, Xiong
    Kurths, Juergen
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (01) : 151 - 165
  • [27] SYNCHRONIZATION FOR A CLASS OF COMPLEX-VALUED MEMRISTOR-BASED COMPETITIVE NEURAL NETWORKS(CMCNNS) WITH DIFFERENT TIME SCALES
    Zhao, Yong
    Ren, Shanshan
    [J]. ELECTRONIC RESEARCH ARCHIVE, 2021, 29 (05): : 3323 - 3340
  • [28] Finite-time stability analysis of fractional-order complex-valued memristor-based neural networks with time delays
    Rakkiyappan, R.
    Velmurugan, G.
    Cao, Jinde
    [J]. NONLINEAR DYNAMICS, 2014, 78 (04) : 2823 - 2836
  • [29] Finite-time stability analysis of fractional-order complex-valued memristor-based neural networks with time delays
    R. Rakkiyappan
    G. Velmurugan
    Jinde Cao
    [J]. Nonlinear Dynamics, 2014, 78 : 2823 - 2836
  • [30] Synchronisation control for a class of complex-valued fractional-order memristor-based delayed neural networks
    Liu, Dan
    Ye, Dan
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (10) : 2015 - 2029
12345