MARC details
000 -LEADER |
fixed length control field |
01652cam a2200313 i 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20181004112428.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
160613t20162016maua b 001 0 eng |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780262035613 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
0262035618 |
041 ## - LANGUAGE CODE |
Language |
English |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.31 |
Edition number |
23 |
Item number |
GOO |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Goodfellow, Ian, |
245 10 - TITLE STATEMENT |
Title |
Deep learning / |
Statement of responsibility, etc |
Ian Goodfellow, Yoshua Bengio, and Aaron Courville. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Cambridge, MA : |
Name of publisher, distributor, etc |
MIT Press, |
Date of publication, distribution, etc |
2017. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxii, 775 pages : |
Other physical details |
illustrations (some color) ; |
Dimensions |
24 cm. |
505 0# - FORMATTED CONTENTS NOTE |
Title |
Linear algebra -- |
-- |
Probability and information theory -- |
-- |
Numerical computation -- |
-- |
Machine learning basics -- |
-- |
Deep feedforward networks -- |
-- |
Regularization for deep learning -- |
-- |
Optimization for training deep models -- |
-- |
Convolutional networks -- |
-- |
Sequence modeling: recurrent and recursive nets -- |
-- |
Practical methodology -- |
-- |
Applications -- |
-- |
Linear factor models -- |
-- |
Autoencoders -- |
-- |
Representation learning -- |
-- |
Structured probabilistic models for deep learning -- |
-- |
Monte Carlo methods -- |
-- |
Confronting the partition function -- |
-- |
Approximate inference -- |
-- |
Deep generative models. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Machine learning, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Bengio, Yoshua, |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Courville, Aaron, |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |
100 1# - MAIN ENTRY--PERSONAL NAME |
Relator term |
author. |
490 0# - SERIES STATEMENT |
Series statement |
Adaptive computation and machine learning |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references (pages 711-766) and index. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
author. |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
a |
7 |
b |
cbc |
c |
orignew |
d |
1 |
e |
ecip |
f |
20 |
g |
y-gencatlg |