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Robust Exponential Stabilization of Stochastic Delay Interval Recurrent Neural Networks with Distributed Parameters and Markovian Jumping by Using Periodically Intermittent Control
Joint Authors
Peng, Yunjian
Li, Yan
Hu, Junhao
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-27
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
We consider a class of stochastic delay recurrent neural networks withdistributed parameters and Markovian jumping.
It is assumed that the coefficients inthese neural networks belong to the interval matrices.
Several sufficient conditionsensuring robust exponential stabilization are derived by using periodically intermittent control and Lyapunov functional.
The obtained results are very easy to verifyand implement, and improve the existing results.
Finally, an example with numericalsimulations is given to illustrate the presented criteria.
American Psychological Association (APA)
Hu, Junhao& Peng, Yunjian& Li, Yan. 2014. Robust Exponential Stabilization of Stochastic Delay Interval Recurrent Neural Networks with Distributed Parameters and Markovian Jumping by Using Periodically Intermittent Control. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1034046
Modern Language Association (MLA)
Hu, Junhao…[et al.]. Robust Exponential Stabilization of Stochastic Delay Interval Recurrent Neural Networks with Distributed Parameters and Markovian Jumping by Using Periodically Intermittent Control. Abstract and Applied Analysis No. 2014 (2014), pp.1-15.
https://search.emarefa.net/detail/BIM-1034046
American Medical Association (AMA)
Hu, Junhao& Peng, Yunjian& Li, Yan. Robust Exponential Stabilization of Stochastic Delay Interval Recurrent Neural Networks with Distributed Parameters and Markovian Jumping by Using Periodically Intermittent Control. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1034046
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1034046