Computational methods for deep learning: theory, algorithms, and implementations / by Wei Qi Yan (Record no. 5627)

MARC details
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789819948222
080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER
Classification number 004.85 YAN
245 ## - TITLE STATEMENT
Title Computational methods for deep learning: theory, algorithms, and implementations / by Wei Qi Yan
250 ## - EDITION STATEMENT
Edition statement 2nd edition.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Singapore:
Name of publisher, distributor, etc Springer Nature,
Date of publication, distribution, etc 2023.
300 ## - PHYSICAL DESCRIPTION
Extent xx, 222 p.
Dimensions 24 cm.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Texts in computer science
520 ## - SUMMARY, ETC.
Summary, etc The second edition of this textbook presents control theory, transformer models, and graph neural networks (GNN) in deep learning. We have incorporated the latest algorithmic advances and large-scale deep learning models, such as GPTs, to align with the current research trends. Through the second edition, this book showcases how computational methods in deep learning serve as a dynamic driving force in this era of artificial intelligence (AI). <br/><br/>This book is intended for research students, engineers, as well as computer scientists with interest in computational methods in deep learning. Furthermore, it is also well-suited for researchers exploring topics such as machine intelligence, robotic control, and related areas.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Deep learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine intelligence
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Robotic control
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Reference
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Yan, Wei Qi.
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Price Currency Acq Date Vendor Order No Order Date Bill No Bill Date Price In Rs Discount Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type Dept note
    Universal Decimal Classification     Reference 89.99 EU 01/09/2026 Shanti Books PO.NO.IIITDMK/2026-27/LIB/BKS/04 01/07/2026 3685 23/07/2026 10110.38 30 IIITDM Kancheepuram Library IIITDM Kancheepuram Library Reference 01/09/2026   004.85 YAN 0008247 02/09/2026 01/09/2026 Reference Computer Science

OPAC Designed and Maintained by IIITDM Library Team.
Copyright © IIITDM Kancheepuram Library

.