Neural networks and deep learning: a textbook (Record no. 5203)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01342nam a22001937a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241223150547.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241223b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031296413 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | National Institute of Technology Goa |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.32 |
| Item number | AGG/NEU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Aggarwal, Charu C |
| 245 ## - TITLE STATEMENT | |
| Title | Neural networks and deep learning: a textbook |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Switzerland: |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiii, 500p.: 6x11x2; Hardcover |
| 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.<br/>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. Deep learning methods for various data domains, such as text, images, and graphs are presented in detail. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Source of heading or term | Computer Science Engineering |
| Topical term or geographic name entry element | Computer Science Engineering; Neural networks; Vector machines; Matrix factorization; Restricted Boltzmann Machines (RBM); Kohonen self-organizing maps |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Central Library NIT Goa | Central Library NIT Goa | General stacks | 23/12/2024 | Capital Books Pvt. Ltd., Delhi | 4538.59 | 006.32 AGG/NEU | 11020 | 23/12/2024 | 23/12/2024 | Reference | Reference Book Rack number 37(B) |