Robust exponential stabilization of stochastic delay interval recurrent neural networks with distributed parameters and Markovian jumping by using periodically intermittent control
type: Item
instance of: scholarly article
title: Robust exponential stabilization of stochastic delay interval recurrent neural networks with distributed parameters and Markovian jumping by using periodically intermittent control
zbMATH Open document ID: 1406.93248
DOI: 10.1155/2014/842976
author: Junhao Hu
author: Yunjian Peng
author: Yan Li
published in: Abstract and Applied Analysis
publication date: 2019-02-14T00:00:00Z
review text: Summary: We consider a class of stochastic delay recurrent neural networks with distributed parameters and Markovian jumping. It is assumed that the coefficients in these neural networks belong to the interval matrices. Several sufficient conditions ensuring robust exponential stabilization are derived by using periodically intermittent control and Lyapunov functional. The obtained results are very easy to verify and implement, and improve the existing results. Finally, an example with numerical simulations is given to illustrate the presented criteria.
Mathematics Subject Classification ID: 93D09
Mathematics Subject Classification ID: 93E15
Mathematics Subject Classification ID: 60J75
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7023183
zbMATH Keywords: robust exponential stabilization
zbMATH Keywords: stochastic neural networks
zbMATH Keywords: Markovian jumping
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2014/842976
OpenAlex ID: W2003202499
Wikidata QID: Q59041976
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description: scientific article; zbMATH DE number 7023183