Stability and Synchronization Control of Stochastic Neural Networks

• Main Authors: Zhou, Wuneng (Author), Yang, Jun (Author), Zhou, Liuwei (Author), Tong, Dongbing (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Studies in Systems, Decision and Control, 35
• Subjects: Engineering.; Neural networks (Computer science).; Computational intelligence.; Control engineering.; Control.; Mathematical Models of Cognitive Processes and Neural Networks.; Computational Intelligence.

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....