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Neural Computing and Applications
Erschienen in: Neural Computing and Applications 7-8/2014

01.12.2014 | Original Article

New results on the stability of fuzzy cellular neural networks with time-varying leakage delays

verfasst von: Gang Yang

Erschienen in: Neural Computing and Applications | Ausgabe 7-8/2014

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Abstract

In this paper, fuzzy cellular neural networks with time-varying delays in the leakage terms are studied. Without assuming the boundedness on the activation functions, some sufficient conditions for the existence, uniqueness and global exponential stability of equilibrium point are established by using the fixed point theorem and constructing suitable Lyapunov functional, which are new, and they improve previously known results. Moreover, an example is given to demonstrate the feasibility of our method.
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Metadaten
Titel
New results on the stability of fuzzy cellular neural networks with time-varying leakage delays
verfasst von
Gang Yang
Publikationsdatum
01.12.2014
Verlag
Springer London
Erschienen in
Neural Computing and Applications / Ausgabe 7-8/2014
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-014-1662-5

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