On the Existence of Stable Equilibrium Points in Delayed Cellular Neural Networks

Author

Arslan, Emel ; Arik, Sabri ; Tavsanoglu, Vedat

Author_Institution

Dept. of Comput. Eng., Istanbul Univ.

fYear

2006

fDate

28-30 Aug. 2006

Firstpage

1

Lastpage

4

Abstract

This paper presents new sufficient conditions for the existence of stable equilibrium points in the total saturation region for delayed cellular neural networks (DCNNs). The obtained results are compared with the previous results derived in the literature. It is also shown that the results of this paper generalize the previous literature results for the existence of stable equilibrium points for DCNNs. It is also demonstrated by a numerical example that the conditions derived for existence of a stable equilibrium point may not always guarantee the complete stability of a delayed cellular neural network

Keywords

cellular neural nets; stability; delayed cellular neural networks; stability; stable equilibrium points; total saturation region; Cellular neural networks; Computer networks; Delay; Electronic mail; Equations; Image processing; Output feedback; Stability analysis; State feedback; Sufficient conditions; Complete Stability; Delayed Cellular Neural Networks;

fLanguage

English

Publisher

ieee

Conference_Titel

Cellular Neural Networks and Their Applications, 2006. CNNA '06. 10th International Workshop on

Conference_Location

Istanbul

Print_ISBN

1-4244-0639-0

Electronic_ISBN

1-4244-0640-4

Type

conf

DOI

10.1109/CNNA.2006.341636

Filename

4145876