Synchronization for an Array of Coupled Cohen-Grossberg Neural Networks with Time-Varying Delay
Joint Authors
Li, Tao
Fei, Shumin
Zhang, Haitao
Source
Mathematical Problems in Engineering
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-05-25
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Abstract EN
This paper makes some great attempts to investigate the global exponential synchronization for arrays of coupled delayed Cohen-Grossberg neural networks with both delayed coupling and one single delayed one.
By resorting to free-weighting matrix and Kronecker product techniques, two novel synchronization criteria via linear matrix inequalities (LMIs) are presented based on convex combination, in which these conditions are heavily dependent on the bounds of both the delay and its derivative.
Owing to that the addressed system can include some famous neural network models as the special cases, the proposed methods can extend and improve those earlier reported ones.
The efficiency and applicability of the presented conditions can be demonstrated by two numerical examples with simulations.
American Psychological Association (APA)
Zhang, Haitao& Li, Tao& Fei, Shumin. 2011. Synchronization for an Array of Coupled Cohen-Grossberg Neural Networks with Time-Varying Delay. Mathematical Problems in Engineering،Vol. 2011, no. 2011, pp.1-22.
https://search.emarefa.net/detail/BIM-501683
Modern Language Association (MLA)
Zhang, Haitao…[et al.]. Synchronization for an Array of Coupled Cohen-Grossberg Neural Networks with Time-Varying Delay. Mathematical Problems in Engineering No. 2011 (2011), pp.1-22.
https://search.emarefa.net/detail/BIM-501683
American Medical Association (AMA)
Zhang, Haitao& Li, Tao& Fei, Shumin. Synchronization for an Array of Coupled Cohen-Grossberg Neural Networks with Time-Varying Delay. Mathematical Problems in Engineering. 2011. Vol. 2011, no. 2011, pp.1-22.
https://search.emarefa.net/detail/BIM-501683
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501683