Exponential Synchronization for Neutral-Type Neural Network with Stochastic Perturbation and Markovian Jumping Parameters
Joint Authors
Yang, Xueqing
Zhou, Wuneng
Lv, Xue
Xi, Yaoqing
Yu, Jinyong
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-03-14
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
The problem of exponential synchronization for neutral-type neural network with stochastic perturbation and Markovian switching parameters is considered in this article.
Based on Lyapunov functional method and the theory of stochastic process, the exponential synchronism of the neural network is analyzed.
By designing an adaptive state feedback controller, the exponential synchronization criterion of the neural network is obtained which can be represented as linear matrix inequality.
Furthermore, the update rule for the adaptive controller is obtained.
Finally, a simulation example is proposed to explain the availability of the results and method obtained in this article.
American Psychological Association (APA)
Lv, Xue& Yang, Xueqing& Xi, Yaoqing& Yu, Jinyong& Zhou, Wuneng. 2019. Exponential Synchronization for Neutral-Type Neural Network with Stochastic Perturbation and Markovian Jumping Parameters. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1198089
Modern Language Association (MLA)
Lv, Xue…[et al.]. Exponential Synchronization for Neutral-Type Neural Network with Stochastic Perturbation and Markovian Jumping Parameters. Mathematical Problems in Engineering No. 2019 (2019), pp.1-10.
https://search.emarefa.net/detail/BIM-1198089
American Medical Association (AMA)
Lv, Xue& Yang, Xueqing& Xi, Yaoqing& Yu, Jinyong& Zhou, Wuneng. Exponential Synchronization for Neutral-Type Neural Network with Stochastic Perturbation and Markovian Jumping Parameters. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-10.
https://search.emarefa.net/detail/BIM-1198089
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1198089