SKOLKOVO Library

SKOLKOVO School of Management

Deep learning / (Record no. 3730)

000 -LEADER
fixed length control field 01760cam a2200301 i 4500
001 - CONTROL NUMBER
control field 19134018
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170921105828.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160613t20162016maua 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 DLC
Description conventions rda
Modifying agency DLC
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,
Relator term author.
245 10 - TITLE STATEMENT
Title Deep learning /
Statement of responsibility, etc Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 775 pages :
Other physical details illustrations (some color) ;
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,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bengio, Yoshua,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Courville, Aaron,
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
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 Permanent Location Current Location Shelving location Date acquired Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Price effective from Koha item type
          Skoltech library Skoltech library Shelves 2017-09-21 8 14 Q325.5 .G66 2016 2000006541 2024-09-09 2024-09-04 2017-09-21 Book