Stability and Synchronization Control of Stochastic Neural Networks

Wuneng Zhou

ISBN 10: 3662478323 / ISBN 13: 9783662478325

Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2015

About this Item

Druck auf Anfrage Neuware - Printed after ordering - This bookreports on the latest findings in the study of Stochastic Neural Networks (SNN). The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.

Seller Inventory # 9783662478325

Bibliographic Details

• Title: Stability and Synchronization Control of Stochastic Neural Networks
• Publisher: Springer Berlin Heidelberg, Springer Berlin Heidelberg
• Publication Date: 2015
• Language: English
• ISBN 10: 3662478323
• ISBN 13: 9783662478325
• Binding: Buch
• Condition: Neu
• Dimensions: 241W x 160H x 25D millimeters 241 millimeters width by 160 millimeters height by 25 millimeters depth
• Weight: 797 grams

About this title

Synopsis

This book reports on the latest findings in the study of Stochastic Neural Networks (SNN). The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.

About the Author

Wuneng Zhou, Ph. D., Professor, Doctoral Supervisor
1978. 2-1982. 1, B. S., HuaZhong Normal University, Wuhan, Hubei Province
2002. 3-2005. 3, Ph. D., Zhejiang University, Hangzhou, Zhejiang Province
1982. 2-1995. 1, Assistant, Lecturer, Associate Professor, Yunyang Teachers’ College, Danjiangkou, Hubei Province
1995. 2-2000. 7, Associate Professor, Professor, Jingzhou Normal University, Jingzhou, Hubei Province
2000. 8-2006. 4, Professor, Zhejing Normal University, Jinhua, Zhejiang Province
2006. 5-Present, Professor, Doctoral Supervisor, Donghua University, Shanghai
Some Honors:
2013, The science and technology progress award of petrochemical industry automation industry, the first prize, No. 4.
2011, The young and middle-aged discipline leaders of Zhejiang Province.
1999, Young and middle-aged expert with outstanding contributions of Hubei Province
Research Interests
Neural networks
Complex networks
Wireless sensor networksRobust control
Selected projects charged by Wuneng Zhou
[01] National “863” Key Program of China  (2008AA042902).
[02] National Natural Science Foundation of China (61075060).
[03] Innovation Program of Shanghai Municipal Education Commission (12zz064).

Selected publications
Wuneng Zhou, Qingyu Zhu, Peng Shi, Hongye Su, Jian’an Fang, and Liuwei Zhou, Adaptive synchronization for neutral-type neural networks with stochastic perturbation and Markovian switching parameters, IEEE Transactions on Cybernetics, 2014, Dec. 44 (12): 2848-2860.
Wuneng Zhou, Dongbing Tong, Yan Gao, Chuan Ji, Hongye Su. Mode and delay-dependent adaptive exponential synchronization in pth moment for stochastic delayed neural networks with Markovian switching. IEEE Transactions on Neural Networks and Learning Systems, 2012, 23 (4): 662-668.
Zhengguang Wu, Hongye Su, Jian Chu and Wuneng Zhou. Improved delay-dependent stability condition of discrete recurrent neural networks with time-varying delays. IEEE Transaction on Neural Networks, 2010, 21 (4): 692-697.