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- Title
Exponential Synchronization for Neutral-Type Neural Network with Stochastic Perturbation and Markovian Jumping Parameters.
- Authors
Lv, Xue; Yang, Xueqing; Xi, Yaoqing; Yu, Jinyong; Zhou, Wuneng
- Abstract
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.
- Subjects
ARTIFICIAL neural networks
- Publication
Mathematical Problems in Engineering, 2019, p1
- ISSN
1024-123X
- Publication type
Article
- DOI
10.1155/2019/9425828