Neural networks and deep learning : (Record no. 29992)

MARC details
000 -LEADER
fixed length control field 02711aam a22005291i 4500
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190822113834.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180830s2018 sz a ob 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319944630
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3319944630
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783319944623
International Standard Book Number 9783319944623
041 ## - LANGUAGE CODE
Language English
042 ## - AUTHENTICATION CODE
Authentication code ukblsr
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.32
Edition number 23
Item number AGG
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Aggarwal, Charu C.,
245 10 - TITLE STATEMENT
Title Neural networks and deep learning :
Remainder of title a textbook /
Statement of responsibility, etc Charu C. Aggarwal.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cham, Switzerland :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2018.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxiii, 497 pages) :
Other physical details illustrations (some color).
500 ## - GENERAL NOTE
General note Academic
505 0# - FORMATTED CONTENTS NOTE
Title 1 An Introduction to Neural Networks.
-- 2 Machine Learning with Shallow Neural Networks.
-- 3 Training Deep Neural Networks.
-- 4 Teaching Deep Learners to Generalize.
-- 5 Radical Basis Function Networks.
-- 6 Restricted Boltzmann Machines.
-- 7 Recurrent Neural Networks.
-- 8 Convolutional Neural Networks.
-- 9 Deep Reinforcement Learning.
-- 10 Advanced Topics in Deep Learning.
520 ## - SUMMARY, ETC.
Summary, etc <br/>This book covers both classical and modern models in deep learning. The chapters of this book span three categories: The basics of neural networks: Many traditional machine learning models can be understood as special cases of neural networks. An emphasis is placed in the first two chapters on understanding the relationship between traditional machine learning and neural networks. Support vector machines, Read more...
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer networking & communications.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer architecture & logic design.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information systems.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
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.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
506 1# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Legal Deposit;
Physical access provisions Only available on premises controlled by the deposit library and to one user at any one time;
Authorization The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Institution to which field applies UkOxU
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
Institution to which field applies UkOxU
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 4
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 4
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Online Services
-- General.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Systems Architecture
-- General.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bicssc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bicssc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Intelligence (AI) & Semantics.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bicssc
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date checked out Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library Generalia 22/08/2019 2 2 006.32 AGG 37494 19/08/2022 22/07/2022 22/07/2022 22/08/2019 General Books

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