| Description |
1 online resource |
| Series |
Studies in systems, decision and control ; volume 35 |
|
Studies in systems, decision and control ; volume 35.
|
| 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 |
| Summary |
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 |
| Analysis |
wiskundige modellen |
|
mathematical models |
|
neurale netwerken |
|
neural networks |
|
engineering |
|
computational science |
|
controle |
|
control |
|
Engineering (General) |
|
Techniek (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
|
Online resource; title from PDF title page (EBSCO, viewed August 18, 2015) |
| Subject |
Neural networks (Computer science) -- Mathematical models
|
|
Mathematical modelling.
|
|
Artificial intelligence.
|
|
Automatic control engineering.
|
|
COMPUTERS -- General.
|
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Neural networks (Computer science) -- Mathematical models
|
| Form |
Electronic book
|
| Author |
Yang, Jun, author
|
|
Zhou, Liuwei, author
|
|
Tong, Dongbing, author
|
| ISBN |
9783662478332 |
|
3662478331 |
|
