Neural Networks: Tricks of the Trade (Paperback, 2nd ed. 2012)

The twenty last years have been marked by an increase in available data and computing power. In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines. The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Lecture Notes in Computer Science, 7700
Release date:	November 2012
First published:	2012
Editors:	Gregoire Montavon • Genevieve Orr • Klaus-Robert Muller
Dimensions:	235 x 155 x 42mm (L x W x T)
Format:	Paperback
Pages:	769
Edition:	2nd ed. 2012
ISBN-13:	978-3-642-35288-1
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Applications of computing > Pattern recognition Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-642-35288-X
Barcode:	9783642352881

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