Asia Pacific University Library catalogue


Deep learning / (Record no. 383206)

000 -LEADER
fixed length control field 01754nam a22003137a 4500
001 - CONTROL NUMBER
control field 19134018
003 - CONTROL NUMBER IDENTIFIER
control field APU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20221111164136.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160613t20162016nyua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2016022992
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262035613 (hardcover : alk. paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0262035618 (hardcover : alk. paper)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency APU
Modifying agency SF
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .G66 2016
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/1
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Goodfellow, Ian,
9 (RLIN) 46262
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 New York :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc c2016
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 775 p. :
Other physical details ill. (some col. ) ;
Dimensions 24 cm.
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.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. 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,
9 (RLIN) 46263
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bengio, Yoshua,
9 (RLIN) 11978
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Courville, Aaron,
9 (RLIN) 46264
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Invoice number Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Copy number Cost, replacement price Price effective from Koha item type PO number
Not Withdrawn Available   Not Damaged Available for loan Book APU Library APU Library Open Shelf 24/08/2020 IBS Buku I-041791 311.04 4 3 Q325.5 .G66 2016 c.1 00012808 12/08/2024 31/07/2024 1 311.04 24/08/2020 General Circulation U-2020/08/1017