Almost periodic solution for a neutral-type neural networks with distributed leakage delays on time scales

被引：32
|
作者：
Du, Bo [1 ,2 ]
Liu, Yurong [1 ,3 ]
Batarfi, Hanan Ali [3 ]
Alsaadi, Fuad E. [4 ]
机构：
[1] Yangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
[2] Huaiyin Normal Univ, Dept Math, Huaian 223300, Jiangsu, Peoples R China
[3] King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21521, Saudi Arabia
[4] King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
来源：
NEUROCOMPUTING | 2016年 / 173卷
关键词：
Neutral-type neural networks; Time scales; Exponential stability; GLOBAL EXPONENTIAL STABILITY; VARYING DELAYS; STATE ESTIMATOR; DISCRETE; DESIGN; SYNCHRONIZATION; EXISTENCE; SYSTEMS; TERMS;
D O I：
10.1016/j.neucom.2015.08.047
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
By using exponential dichotomy theory, contraction mapping principle and discrete-continuous analysis method, we obtain some new sufficient conditions ensuring the existence and global exponential stability of the almost periodic solutions for a class of neutral-type neural networks with distributed leakage delays on time scales. An example is provided to demonstrate the usefulness of the main results obtained. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码：921 / 929
页数：9
相关论文
共 50 条
  • [21] Periodic solution problems of neutral-type stochastic neural networks with time-varying delays
    Zheng, Famei
    Li, Xiaoliang
    Du, Bo
    FRONTIERS IN PHYSICS, 2024, 12
  • [22] Existence and Stability of Pseudo Almost Periodic Solution for Neutral Type High-Order Hopfield Neural Networks with Delays in Leakage Terms on Time Scales
    Yongkun Li
    Li Yang
    Bing Li
    Neural Processing Letters, 2016, 44 : 603 - 623
  • [23] Existence and Stability of Pseudo Almost Periodic Solution for Neutral Type High-Order Hopfield Neural Networks with Delays in Leakage Terms on Time Scales
    Li, Yongkun
    Yang, Li
    Li, Bing
    NEURAL PROCESSING LETTERS, 2016, 44 (03) : 603 - 623
  • [24] Global attractive periodic solutions of neutral-type neural networks with delays in the leakage terms
    Zhu, Shihong
    Du, Bo
    AIMS MATHEMATICS, 2023, 8 (11): : 26731 - 26744
  • [25] Almost automorphic solution for neutral type high-order Hopfield neural networks with delays in leakage terms on time scales
    Li, Yongkun
    Yang, Li
    APPLIED MATHEMATICS AND COMPUTATION, 2014, 242 : 679 - 693
  • [26] Almost periodic dynamical behaviors of neutral-type neural networks with discontinuous activations and mixed delays
    Qiu, Hongjun
    Zhang, Yanhong
    Xu, Chengfeng
    Kong, Fanchao
    FILOMAT, 2023, 37 (18) : 6089 - 6114
  • [27] Existence and Global Exponential Stability of Periodic Solution for a Class of Neutral-Type Neural Networks with Time Delays
    Yurong Liu
    Bo Du
    Ahmed Alsaedi
    Neural Processing Letters, 2017, 45 : 981 - 993
  • [28] Piecewise Pseudo Almost Periodic Solutions of Generalized Neutral-Type Neural Networks with Impulses and Delays
    Kong, Fanchao
    Luo, Zhiguo
    Wang, Xiaoping
    NEURAL PROCESSING LETTERS, 2018, 48 (03) : 1611 - 1631
  • [29] Global Stability of Almost Periodic Solution of a Class of Neutral-Type BAM Neural Networks
    Pan, Tetie
    Shi, Bao
    Yuan, Jian
    ABSTRACT AND APPLIED ANALYSIS, 2012,
  • [30] Existence and Global Exponential Stability of Periodic Solution for a Class of Neutral-Type Neural Networks with Time Delays
    Liu, Yurong
    Du, Bo
    Alsaedi, Ahmed
    NEURAL PROCESSING LETTERS, 2017, 45 (03) : 981 - 993
12345