Dynamics of Uncertain Discrete-Time Neural Network with Delay and Impulses
Joint Authors
Mei, Xuehui
Jiang, Haijun
Yu, Zhiyong
Zhang, Liwei
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-17
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The stability of discrete-time impulsive delay neural networks with and without uncertainty is investigated.
First, by using Razumikhin-type theorem, a new less conservative condition for the exponential stability of discrete-time neural network with delay and impulse is proposed.
Moreover, some new sufficient conditions are derived to guarantee the stability of uncertain discrete-time neural network with delay and impulse by using Lyapunov function and linear matrix inequality (LMI).
Finally, several examples with numerical simulation are presented to demonstrate the effectiveness of the obtained results.
American Psychological Association (APA)
Mei, Xuehui& Zhang, Liwei& Jiang, Haijun& Yu, Zhiyong. 2015. Dynamics of Uncertain Discrete-Time Neural Network with Delay and Impulses. Discrete Dynamics in Nature and Society،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1060512
Modern Language Association (MLA)
Mei, Xuehui…[et al.]. Dynamics of Uncertain Discrete-Time Neural Network with Delay and Impulses. Discrete Dynamics in Nature and Society No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1060512
American Medical Association (AMA)
Mei, Xuehui& Zhang, Liwei& Jiang, Haijun& Yu, Zhiyong. Dynamics of Uncertain Discrete-Time Neural Network with Delay and Impulses. Discrete Dynamics in Nature and Society. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1060512
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1060512