Computational methods for deep learning: theory, algorithms, and implementations / by Wei Qi Yan (Record no. 5627)
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| 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. |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Price | Currency | Acq Date | Vendor |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 |
