Weighted pseudo-almost automorphic solutions of high-order Hopfield neural networks with neutral distributed delays

被引：0

作者：

Lili Zhao

Yongkun Li

Bing Li

机构：

[1] Yunnan University,Department of Mathematics

来源：

Neural Computing and Applications | 2018年 / 29卷

关键词：

High-order Hopfield neural networks; Neutral distributed delays; Weighted pseudo-almost automorphic solution; Global exponential stability; Fixed-point theorem;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

In this paper, a class of high-order Hopfield neural networks with neutral distributed delays is considered. Some sufficient conditions are obtained for the existence, uniqueness and global exponential stability of weighted pseudo-almost automorphic solutions for this class of networks by employing the Banach fixed-point theorem and differential inequality techniques. The results of this paper are completely new. An example is given to show the effectiveness of the proposed method and results.

引用

页码：513 / 527

页数：14

共 50 条

[11] 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
[12] Almost automorphic solution for neutral type high-order Hopfield BAM neural networks with time-varying leakage delays on time scales
Yang, Wengui
Yu, Wenwu
Cao, Jinde
Alsaadi, Fuad E.
Hayat, Tasawar
NEUROCOMPUTING, 2017, 267 : 241 - 260
[13] Piecewise Pseudo Almost Periodic Solution for Impulsive Generalised High-Order Hopfield Neural Networks with Leakage Delays
Aouiti, Chaouki
M'hamdi, Mohammed Salah
Cao, Jinde
Alsaedi, Ahmed
NEURAL PROCESSING LETTERS, 2017, 45 (02) : 615 - 648
[14] Almost periodic solutions of quaternion-valued neutral type high-order Hopfield neural networks with state-dependent delays and leakage delays
Yongkun Li
Jianglian Xiang
Bing Li
Applied Intelligence, 2020, 50 : 2067 - 2078
[15] 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
[16] Almost periodic solutions of quaternion-valued neutral type high-order Hopfield neural networks with state-dependent delays and leakage delays
Li, Yongkun
Xiang, Jianglian
Li, Bing
APPLIED INTELLIGENCE, 2020, 50 (07) : 2067 - 2078
[17] On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays
Ammar, Boudour
Brahmi, Hajer
Cherif, Farouk
NEURAL PROCESSING LETTERS, 2018, 48 (02) : 849 - 862
[18] Existence and stability of periodic solutions of high-order Hopfield neural networks with impulses and delays
Zhang, Jie
Gui, Zhanji
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 224 (02) : 602 - 613
[19] Delta-Differentiable Weighted Pseudo-Almost Automorphicity on Time–Space Scales for a Novel Class of High-Order Competitive Neural Networks with WPAA Coefficients and Mixed Delays
Adnène Arbi
Ahmed Alsaedi
Jinde Cao
Neural Processing Letters, 2018, 47 : 203 - 232
[20] Weighted pseudo almost automorphic solutions for neutral type fuzzy cellular neural networks with mixed delays and D operator in Clifford algebra
Aouiti, Chaouki
Dridi, Farah
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (10) : 1759 - 1781

← 1 2 3 4 5 →