Dynamics of uncertain discrete-time neural network with delay and impulses
type: Item
instance of: scholarly article
title: Dynamics of uncertain discrete-time neural network with delay and impulses
zbMATH Open document ID: 1418.92010
DOI: 10.1155/2015/431027
author: Xuehui Mei
author: Liwei Zhang
author: Haijun Jiang
author: Zhiyong Yu
published in: Discrete Dynamics in Nature and Society
publication date: 2019-02-19T00:00:00Z
review text: Summary: The stability of discrete-time impulsive delay neural networks with and without uncertainty is investigated. First, by using Razumikhin-type theorem, a new less conservative condition for the exponential stability of discrete-time neural network with delay and impulse is proposed. Moreover, some new sufficient conditions are derived to guarantee the stability of uncertain discrete-time neural network with delay and impulse by using Lyapunov function and linear matrix inequality (LMI). Finally, several examples with numerical simulation are presented to demonstrate the effectiveness of the obtained results.
Mathematics Subject Classification ID: 92B20
Mathematics Subject Classification ID: 39A60
zbMATH DE Number: 7025361
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2015/431027
OpenAlex ID: W2175857571
Wikidata QID: Q59105906
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description: scientific article; zbMATH DE number 7025361