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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Hlavní autor: Krawczak, Maciej, 19..-
Médium: Livre numérique
Jazyk:Anglais
Vydáno: Cham : Springer International Publishing [20..].
Cham : Springer Nature
Vydání:1st ed. 2013.
Edice:Studies in Computational Intelligence 478
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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
Obsah:
  • 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