Existence and stability of almost periodic solutions for a class of generalized Hopfield neural networks with time-varying neutral delays
type: Item
instance of: scholarly article
zbMATH Open document ID: 1256.34059
author: Wengui Yang
publication date: 2012-10-22T00:00:00Z
full work available at URL: http://www.kcam.biz/contents/table_contents_view.php
Mathematics Subject Classification ID: 34K14
Mathematics Subject Classification ID: 92B20
Mathematics Subject Classification ID: 34K20
Mathematics Subject Classification ID: 47N20
zbMATH DE Number: 6097705
zbMATH Keywords: Hopfield neural networks
zbMATH Keywords: time-varying neutral delays
zbMATH Keywords: almost periodic solutions
zbMATH Keywords: exponential stability
zbMATH Keywords: fixed point theorem
MaRDI profile type: Publication
title: Existence and stability of almost periodic solutions for a class of generalized Hopfield neural networks with time-varying neutral delays
published in: Journal of Applied Mathematics \& Informatics
review text: A class of Hopfield neural networks with time-varying neutral delays is studied. The author obtains sufficient conditions for the existence of almost periodic solutions of such nets. Then, global exponential stability is proved by means of a fixed point theorem and differential inequality techniques. One example is provided to illustrate the obtained theoretical results.
reviewed by: Angela Slavova
description: scientific article; zbMATH DE number 6097705