Almost periodic solution for multidirectional associative memory neural network with distributed delays

This paper proposes a mathematical model of multidirectional associative memory (MAM) neural network with almost periodic coefficients and continuously distributed delays. By using exponential dichotomy and spectral radius, a sufficient condition for the existence and the global exponential stability of an almost periodic solution is obtained. Two examples are given to illustrate the effectiveness of our results.

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Year of publication:	2015
Authors:	Zhou, Tiejun ; Wang, Min ; Li, Chen
Published in:	Mathematics and Computers in Simulation (MATCOM). - Elsevier, ISSN 0378-4754. - Vol. 107.2015, C, p. 52-60
Publisher:	Elsevier
Subject:	Multidirectional associative memory neural networks \| Almost periodic solution \| Global exponential stability \| Exponential dichotomy \| Spectral radius

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

Persistent link: https://www.econbiz.de/10011077435