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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Krawczak, Maciej, 19..-
Format: Livre numérique
Sprache:Anglais
Veröffentlicht: Cham : Springer International Publishing [20..].
Cham : Springer Nature
Ausgabe:1st ed. 2013.
Schriftenreihe:Studies in Computational Intelligence 478
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Anmerkung: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Multilayer Neural Networks, Texte imprimé, 9783319002477
• Multilayer Neural Networks, Texte imprimé, 9783319002491
• Multilayer Neural Networks, Texte imprimé, 9783319033907
• Multilayer Neural Networks, Texte imprimé, 9783319002477
Inhaltsangabe:
  • 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