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- Publisher
- Emerald Publishing
- Copyright
- © Emerald Publishing Limited
- ISSN
- 1756-378X
- DOI
- 10.1108/ijicc-04-2018-0054
- Publisher site
- See Article on Publisher Site
Abstract
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/approachThe principle of weighted pseudo-almost periodic functions and some new mathematical analysis skills are applied.FindingsA 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/valueThe 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.
Journal
International Journal of Intelligent Computing and Cybernetics – Emerald Publishing
Published: May 15, 2019
Keywords: Weighted pseudo-almost periodic solution; Shunting inhibitory cellular neural networks; Exponential stability; Time-varying delays; Distributed delays