Studies in Systems, Decision and Control
1 primary work
Book 35
Stability and Synchronization Control of Stochastic Neural Networks
by Wuneng Zhou, Jun Yang, Liuwei Zhou, and Dongbing Tong
Published 25 August 2015
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.