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Neural networks = tricks of the trade /

Montavon, Gregoire.

Neural networks = tricks of the trade /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Neural networks/ edited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller.
其他題名:	tricks of the trade /
其他作者:	Montavon, Gregoire.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2012.,
面頁冊數:	757 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Neural networks (Computer science) -
電子資源:	http://dx.doi.org/10.1007/978-3-642-35289-8
ISBN:	9783642352898 (electronic bk.)

Neural networks = tricks of the trade /
Neural networkstricks of the trade /[electronic resource] :edited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller. - 2nd ed. - Berlin, Heidelberg :Springer Berlin Heidelberg :2012. - 757 p. :ill., digital ;24 cm. - Lecture notes in computer science,77000302-9743 ;. - Lecture notes in computer science ;6140..

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.

ISBN: 9783642352898 (electronic bk.)Subjects--Topical Terms:

528588
Neural networks (Computer science)

LC Class. No.: QA76.87 / .N48 2012

Dewey Class. No.: 006.32

Neural networks = tricks of the trade /
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