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
  • [41] Almost periodic solutions for a memristor-based neural networks with leakage, time-varying and distributed delays
    Jiang, Ping
    Zeng, Zhigang
    Chen, Jiejie
    NEURAL NETWORKS, 2015, 68 : 34 - 45
  • [42] New Criteria for Stability of Neutral-Type Neural Networks With Multiple Time Delays
    Arik, Sabri
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (05) : 1504 - 1513
  • [43] Global Exponential Stability of a Unique Almost Periodic Solution for Neutral-Type Cohen-Grossberg Neural Networks with Time Delays
    Liao, Yongzhi
    Wu, Wenquan
    Zhang, Tianwei
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [44] Robust state estimation for neutral-type neural networks with mixed time delays
    Du, Bo
    Zhang, Wenbing
    Yang, Qing
    JOURNAL OF NONLINEAR SCIENCES AND APPLICATIONS, 2017, 10 (05): : 2565 - 2578
  • [45] Global Exponential Stability of Almost Periodic Solution for Neutral-Type Cohen-Grossberg Shunting Inhibitory Cellular Neural Networks with Distributed Delays and Impulses
    Xu, Lijun
    Jiang, Qi
    Gu, Guodong
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2016, 2016
  • [46] 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
  • [47] STABILITY ANALYSIS FOR NEUTRAL-TYPE IMPULSIVE NEURAL NETWORKS WITH DELAYS
    Du, Bo
    Liu, Yurong
    Cao, Dan
    KYBERNETIKA, 2017, 53 (03) : 513 - 529
  • [48] Finite Time State Estimation of Complex-valued BAM Neutral-type Neural Networks with Time-varying Delays
    Guo, Runan
    Zhang, Ziye
    Lin, Chong
    Chu, Yuming
    Li, Yongmin
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2019, 17 (03) : 801 - 809
  • [49] Periodic solution for neutral-type differential equation with piecewise impulses on time scales
    Peng, Chun
    Li, Xiaoliang
    Du, Bo
    BOUNDARY VALUE PROBLEMS, 2024, 2024 (01):
  • [50] Mode-dependent projective synchronization for neutral-type neural networks with distributed time-delays
    Zhu, Qingyu
    Zhou, Wuneng
    Zhou, Liuwei
    Wu, Mingqi
    Tong, Dongbing
    NEUROCOMPUTING, 2014, 140 : 97 - 103
12345