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

Civil Engineering

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