Dynamics of Fuzzy BAM Neural Networks with Distributed Delays and Diffusion
Joint Authors
Yang, Lihui
Liu, Jingzhong
Zhang, Qianhong
Source
Journal of Applied Mathematics
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-19, 19 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-02-28
Country of Publication
Egypt
No. of Pages
19
Main Subjects
Abstract EN
Constructing a new Lyapunov functional and employing inequality technique, the existence, uniqueness, and global exponential stability of the periodic oscillatory solution are investigated for a class of fuzzy bidirectional associative memory (BAM) neural networks with distributed delays and diffusion.
We obtained some sufficient conditions ensuring the existence, uniqueness, and global exponential stability of the periodic solution.
The results remove the usual assumption that the activation functions are differentiable.
An example is provided to show the effectiveness of our results.
American Psychological Association (APA)
Zhang, Qianhong& Yang, Lihui& Liu, Jingzhong. 2012. Dynamics of Fuzzy BAM Neural Networks with Distributed Delays and Diffusion. Journal of Applied Mathematics،Vol. 2012, no. 2012, pp.1-19.
https://search.emarefa.net/detail/BIM-1028723
Modern Language Association (MLA)
Zhang, Qianhong…[et al.]. Dynamics of Fuzzy BAM Neural Networks with Distributed Delays and Diffusion. Journal of Applied Mathematics No. 2012 (2012), pp.1-19.
https://search.emarefa.net/detail/BIM-1028723
American Medical Association (AMA)
Zhang, Qianhong& Yang, Lihui& Liu, Jingzhong. Dynamics of Fuzzy BAM Neural Networks with Distributed Delays and Diffusion. Journal of Applied Mathematics. 2012. Vol. 2012, no. 2012, pp.1-19.
https://search.emarefa.net/detail/BIM-1028723
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1028723
