Neural networks and deep learning (Record no. 485623)

MARC details
000 -LEADER
fixed length control field 01675aam a22002411i 4500
001 - CONTROL NUMBER
control field 0000320710
003 - CONTROL NUMBER IDENTIFIER
control field 0001
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240220140115.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191220s2018 sz#a ob 001 0 eng d
015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB8H0498
Source bnb
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319944623 (hardback)
Qualifying information CUI, JZL
International Standard Book Number 9783319944630 (eBook)
040 ## - CATALOGING SOURCE
Original cataloging agency GW5XE
Language of cataloging eng
Transcribing agency GW5XE
Modifying agency Uk
Description conventions rda
-- pn
042 ## - AUTHENTICATION CODE
Authentication code ukblsr
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.32
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number 006.32
Item number AGG-N
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Aggarwal, Charu C.,
Relator term author.
245 10 - TITLE STATEMENT
Title Neural networks and deep learning
Medium [Book] :
Remainder of title a textbook /
Statement of responsibility, etc. Charu C. Aggarwal.
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 497 pages :
Other physical details illustrations (some color).
Dimensions 26 cm.
365 ## - TRADE PRICE
Price type code 01
Price amount 0.00
520 ## - SUMMARY, ETC.
Summary, etc. This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applications. Why do neural networks work? When do they work better than off-the-shelf machine-learning models? When is depth useful? Why is training neural networks so hard? What are the pitfalls? The book is also rich in discussing different applications in order to give the practitioner a flavor of how neural architectures are designed for different types of problems. Applications associated with many different areas like recommender systems, machine translation, image captioning, image classification, reinforcement-learning based gaming, and text analytics are covered. The chapters of this book span three categories:
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Suppress in OPAC No
Holdings
Date last seen Total checkouts Total renewals Full call number Shelving location Date last checked out Price effective from Koha item type Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Withdrawn status Home library Barcode Current library Date acquired
04/19/2024 1 1 006.32 AGG-N 60199 Ground Floor 02/20/2024 02/20/2024 Books   Dewey Decimal Classification     Books   Junaid Zaidi Library, COMSATS University Islamabad 10001000060199 Junaid Zaidi Library, COMSATS University Islamabad 02/20/2024