Dynamical Behaviors of Stochastic Hopfield Neural Networks with Both Time-Varying and Continuously Distributed Delays
Joint Authors
Zhang, Penglin
Wan, Li
Zhou, Qinghua
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-11
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
This paper investigates dynamical behaviors of stochastic Hopfield neural networks with both time-varying and continuously distributed delays.
By employing the Lyapunov functional theory and linear matrix inequality, some novel criteria on asymptotic stability, ultimate boundedness, and weak attractor are derived.
Finally, an example is given to illustrate the correctness and effectiveness of our theoretical results.
American Psychological Association (APA)
Zhou, Qinghua& Zhang, Penglin& Wan, Li. 2013. Dynamical Behaviors of Stochastic Hopfield Neural Networks with Both Time-Varying and Continuously Distributed Delays. Abstract and Applied Analysis،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-486681
Modern Language Association (MLA)
Zhou, Qinghua…[et al.]. Dynamical Behaviors of Stochastic Hopfield Neural Networks with Both Time-Varying and Continuously Distributed Delays. Abstract and Applied Analysis No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-486681
American Medical Association (AMA)
Zhou, Qinghua& Zhang, Penglin& Wan, Li. Dynamical Behaviors of Stochastic Hopfield Neural Networks with Both Time-Varying and Continuously Distributed Delays. Abstract and Applied Analysis. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-486681
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-486681
