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Anotace knihy

This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer programming / software development Algorithms & data structures

• Plný název: Neural Networks And Computing: Learning Algorithms And Applications
• Autor: Tommy W. S. Chow, Siu-Yeung Cho
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 324
• EAN: 9781860947582
• ISBN: 1860947581
• ID: 05121898
• Nakladatelství: Imperial College Press
• Hmotnost: 612 g
• Rozměry: 235 × 162 × 23 mm
• Datum vydání: 10. April 2007

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