WEIGHTED PSEUDO ALMOST-PERIODIC SOLUTIONS OF SHUNTING INHIBITORY CELLULAR NEURAL NETWORKS WITH MIXED DELAYS

In this paper, we prove the existence and the global exponential stability of the unique weighted pseudo almost-periodic solution of shunting inhibitory cellular neural networks with mixed time-varying delays comprising different discrete and distributed time delays. Some sufficient conditions are g...

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Veröffentlicht in:Acta mathematica scientia Jg. 36; H. 6; S. 1662 - 1682
1. Verfasser: Mohammed Salah M'HAMDI Chaouki AOUITI Abderrahmane TOUATI Adel M. ALIMI Vaclav SNASEL
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.11.2016
Department of Mathematics, University of Carthage, Faculty of Sciences of Bizerta,BP W, 7021 Zarzouna, Bizerta, Tunisia%REGIM-lab: Research Groups on Intelligent Machines, University of Sfax, National Engineering School of Sfax(ENIS), BP 1173, Sfax 3038, Tunisia%VSB Technical University of Ostrava, Czech Republic
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ISSN:0252-9602, 1572-9087
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Zusammenfassung:In this paper, we prove the existence and the global exponential stability of the unique weighted pseudo almost-periodic solution of shunting inhibitory cellular neural networks with mixed time-varying delays comprising different discrete and distributed time delays. Some sufficient conditions are given for the existence and the global exponential stability of the weighted pseudo almost-periodic solution by employing fixed point theorem and differential inequality techniques. The results of this paper complement the previously known ones. Finally, an illustrative example is given to demonstrate the effectiveness of our results.
Bibliographie:weighted pseudo almost-periodic solution; shunting inhibitory cellular neuralnetworks; mixed delays; global exponential stability
In this paper, we prove the existence and the global exponential stability of the unique weighted pseudo almost-periodic solution of shunting inhibitory cellular neural networks with mixed time-varying delays comprising different discrete and distributed time delays. Some sufficient conditions are given for the existence and the global exponential stability of the weighted pseudo almost-periodic solution by employing fixed point theorem and differential inequality techniques. The results of this paper complement the previously known ones. Finally, an illustrative example is given to demonstrate the effectiveness of our results.
42-1227/O
ISSN:0252-9602
1572-9087
DOI:10.1016/S0252-9602(16)30098-4