Pseudo Almost Periodic Solutions for MAMs with an Oscillating Coefficient and Distributed Delays

被引:6
|
作者
Long, Zhiwen [1 ]
机构
[1] Hunan Inst Humanities Sci & Technol, Coll Math & Finance, Loudi 417000, Hunan, Peoples R China
关键词
Multidirectional associative memory neural network; Pseudo almost periodic solution; Exponential stability; Distributed delay; ASSOCIATIVE MEMORY; CNNS; STABILITY;
D O I
10.1007/s11063-018-9824-6
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 concerns with the pseudo almost periodic solutions for a multidirectional associative memory neural network with an oscillating coefficient and distributed delays. By applying contraction mapping fixed point theorem and differential inequality techniques, we establish some sufficient conditions for the existence and exponential stability of pseudo almost periodic solutions for the model considered in this work, which complement with all results in Zhou et al. (Math Comput Simul 107:52-60, 2015). Moreover, an example and its numerical simulation are given to support the theoretical results.
引用
收藏
页码:467 / 479
页数:13
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