Cover Image
Read Now

Stability and Synchronization Control of Stochastic Neural Networks

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....

Full description

Bibliographic Details
Main Authors: Zhou, Wuneng, Yang, Jun (Author), Zhou, Liuwei (Author), Tong, Dongbing (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2016, 2016
Edition:1st ed. 2016
Series:Studies in Systems, Decision and Control
Subjects:
Computational Intelligence
Control And Systems Theory
Mathematical Models Of Cognitive Processes And Neural Networks
Neural Networks (computer Science) 
Control Engineering
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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.

Similar Items