Dynamical Analysis for High-Order Delayed Hopfield Neural Networks with Impulses
Author
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-09-29
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
The global exponential stability and uniform stability of the equilibrium point for high-order delayed Hopfield neural networks with impulses are studied.
By utilizing Lyapunov functional method, the quality of negative definite matrix, and the linear matrix inequality approach, some new stability criteria for such system are derived.
The results are related to the size of delays and impulses.
Two examples are also given to illustrate the effectiveness of our results.
American Psychological Association (APA)
Li, Dengwang. 2012. Dynamical Analysis for High-Order Delayed Hopfield Neural Networks with Impulses. Abstract and Applied Analysis،Vol. 2012, no. 2012, pp.1-17.
https://search.emarefa.net/detail/BIM-501149
Modern Language Association (MLA)
Li, Dengwang. Dynamical Analysis for High-Order Delayed Hopfield Neural Networks with Impulses. Abstract and Applied Analysis No. 2012 (2012), pp.1-17.
https://search.emarefa.net/detail/BIM-501149
American Medical Association (AMA)
Li, Dengwang. Dynamical Analysis for High-Order Delayed Hopfield Neural Networks with Impulses. Abstract and Applied Analysis. 2012. Vol. 2012, no. 2012, pp.1-17.
https://search.emarefa.net/detail/BIM-501149
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501149