國立高雄大學圖資館 |

Language: English

Back

Neural networkstricks of the trade /

Montavon, Gregoire.

Neural networkstricks of the trade /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Neural networksedited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller.
Reminder of title:	tricks of the trade /
other author:	Montavon, Gregoire.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2012.
Description:	757 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Neural networks (Computer science)
Online resource:	http://dx.doi.org/10.1007/978-3-642-35289-8
ISBN:	9783642352898 (electronic bk.)

Neural networkstricks 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 ;4891..

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:

181982
Neural networks (Computer science)

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

Dewey Class. No.: 006.32

Neural networkstricks of the trade /
LDR:01604nmm a2200289 a 4500 001 354556
003 DE-He213
005 20121225141612.0
006 m d
007 cr nn 008maaau
008 130107s2012 gw s 0 eng d
020 $a 9783642352898 (electronic bk.)
020 $a 9783642352881 (paper)
035 $a 978-3-642-35289-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.87 $b .N48 2012
082 0 4 $a 006.32 $2 23
090 $a QA76.87 $b .N494 2012
245 0 0 $a Neural networks $h [electronic resource] : $b tricks of the trade / $c edited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller.
250 $a 2nd ed.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2012.
300 $a 757 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 7700
520 $a 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.
650 0 $a Neural networks (Computer science) $3 181982
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Computation by Abstract Devices. $3 273703
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 273702
650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Complexity. $3 274400
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
700 1 $a Montavon, Gregoire. $3 586778
700 1 $a Orr, Genevieve B. $3 586779
700 1 $a Muller, Klaus-Robert. $3 467156
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-642-35289-8
950 $a Computer Science (Springer-11645)