Wuneng Zhou

Stability and Synchronization Control of Stochastic Neural Networks

Ebook (PDF Format)

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.

CHF 153.50

Preise inkl. MwSt. und Versandkosten (Portofrei ab CHF 40.00)

Versandfertig innerhalb 1-3 Werktagen
Versandkostenfrei

Produktdetails

Weitere Autoren: Yang, Jun / Zhou, Liuwei / Tong, Dongbing

ISBN: 978-3-662-47833-2
EAN: 9783662478332
Produktnummer: 18922716
Verlag: Springer-Verlag GmbH
Sprache: Englisch
Erscheinungsjahr: 2015
Seitenangabe: 357 S.
Plattform: PDF
Masse: 7'321 KB
Auflage: 1st ed. 2016
Abbildungen: 2 schwarz-weiße und 80 farbige Abbildungen, Bibliographie
Reihenbandnummer: 35

Über den Autor

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 networks Robust 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.