Stability and Synchronization Control of Stochastic Neural Networks (eBook)

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.

Relative Mathematic Foundation.- Asymptotical and Exponential Stability and Synchronization for NN.- Robust Stability and Synchronization for NN.- Adaptive Stability and Synchronization for NN.- Stability and Synchronization for Neutral-type NN.- Stability and Synchronization for NN with Levy Noise.- Some Applications to Finance Based-on NN.