Existence and Stability of Almost Periodic Solution for a Stochastic Cellular Neural Network with External Perturbation
Joint Authors
Zhou, Hui
Jiang, Wei
Zhou, Zongfu
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Zhou, Hui& Zhou, Zongfu& Jiang, Wei. 2014. Existence and Stability of Almost Periodic Solution for a Stochastic Cellular Neural Network with External Perturbation. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1034084
Modern Language Association (MLA)
Zhou, Hui…[et al.]. Existence and Stability of Almost Periodic Solution for a Stochastic Cellular Neural Network with External Perturbation. Abstract and Applied Analysis No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-1034084
American Medical Association (AMA)
Zhou, Hui& Zhou, Zongfu& Jiang, Wei. Existence and Stability of Almost Periodic Solution for a Stochastic Cellular Neural Network with External Perturbation. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1034084
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1034084