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Neural Networks and Computing: Learning Algorithms and Applications [With CDROM]

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Knygos aprašymas

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.

Informacija

Autorius: Tommy Wai Chow, David Siu Cho,
Leidėjas: Imperial College Press
Išleidimo metai: 2007
Knygos puslapių skaičius: 309
ISBN-13: 9781860947582
Formatas: 6.5 x 0.75 x 9.5 inches. Knyga kietu viršeliu
Kalba: Anglų

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