Almost periodic solutions for Hopfield neural networks with continuously distributed delays

In this paper Hopfield neural networks with continuously distributed delays are considered. Without assuming the global Lipschitz conditions of activation functions, sufficient conditions for the existence and exponential stability of the almost periodic solutions are established by using the fixed point theorem and differential inequality techniques. The results of this paper are new and they complement previously known results.

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Year of publication:	2007
Authors:	Liu, Bingwen
Published in:	Mathematics and Computers in Simulation (MATCOM). - Elsevier, ISSN 0378-4754. - Vol. 73.2007, 5, p. 327-335
Publisher:	Elsevier
Subject:	Hopfield neural networks \| Almost periodic solution \| Exponential stability \| Fixed point theorem \| Continuously distributed delays

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010749324