Existence and stability of almost periodic solution for a stochastic cellular neural network with external perturbation
type: Item
instance of: scholarly article
title: Existence and stability of almost periodic solution for a stochastic cellular neural network with external perturbation
zbMATH Open document ID: 1474.34569
DOI: 10.1155/2014/905415
author: Hui Zhou
author: Zongfu Zhou
author: Wei Jiang
published in: Abstract and Applied Analysis
publication date: 2019-02-14T00:00:00Z
review text: Summary: A class of stochastic cellular neural networks with external perturbation is investigated. By employing fixed points principle and some stochastic analysis techniques, we establish some sufficient conditions for existence and exponential stability of a quadratic mean almost periodic solution of the model. The new criteria not only improve some classical results but also are applied in real problems due to the changes of external input.
Mathematics Subject Classification ID: 34K50
Mathematics Subject Classification ID: 34K14
Mathematics Subject Classification ID: 34K20
zbMATH DE Number: 7023282
Wikidata QID: Q59042746
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2014/905415
OpenAlex ID: W1981621032
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description: scientific article; zbMATH DE number 7023282