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Multilayer Neural Networks A Generalized Net Perspective /

The primary purpose of this book is to show that a multilayer neural network can be considered as a multistage system, and then that the learning of this class of neural networks can be treated as a special sort of the optimal control problem. In this way, the optimal control problem methodology, li...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Krawczak, Maciej (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2013.
Edition:1st ed. 2013.
Series:Studies in Computational Intelligence, 478
Subjects:
Online Access:Texto Completo
Table of Contents:
  • Introduction to Multilayer Neural Networks
  • Basics of Generalized Nets
  • Simulation Process of Neural Networks
  • Learning from Examples
  • Learning as a Control Process
  • Parameterisation of Learning
  • Adjoint Neural Networks.