Influence of time delay on weighted pseudo-almost periodic dynamics in SICNNs  

作　　者：Changjin Xu Maoxin Liao Peiluan Li 

机构地区：[1]Guizhou University of Finance and Economics,Guiyang,China [2]University of South China,Hengyang,China [3]Henan University of Science and Technology,Luoyang,China

出　　处：《International Journal of Intelligent Computing and Cybernetics》2019年第2期260-273,共14页智能计算与控制论国际期刊（英文）

摘　　要：Purpose–The purpose of this paper is to investigate the weighted pseudo-almost periodic solutions of shunting inhibitory cellular neural networks(SICNNs)with time-varying delays and distributed delays.Design/methodology/approach–The principle of weighted pseudo-almost periodic functions and some new mathematical analysis skills are applied.Findings–A set of sufficient criteria which guarantee the existence and exponential stability of the weighted pseudo-almost periodic solutions of the considered SICNNs are established.Originality/value–The derived results of this paper are new and complement some earlier works.The innovation of this paper concludes two points:a new sufficient criteria guaranteeing the existence and exponential stability of the weighted pseudo-almost periodic solutions of SICNNs are established;and the ideas of this paper can be applied to investigate some other similar neural networks.

关 键 词：Weighted pseudo-almost periodic solution Shunting inhibitory cellular neural networks Exponential stability Time-varying delays Distributed delays 

分 类 号：O17[理学—数学]