Deep learning / (Record no. 4563)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02067cam a2200361 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 19134018 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240913132316.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 160613t20162016maua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2016022992 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780262035613 (hardcover : alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0262035618 (hardcover : alk. paper) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.5 |
| Item number | .G66 2016 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/1 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Goodfellow, Ian, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Deep learning / |
| Statement of responsibility, etc. | Ian Goodfellow, Yoshua Bengio, and Aaron Courville. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cambridge, Massachusetts : |
| Name of producer, publisher, distributor, manufacturer | The MIT Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2016] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 775 pages : |
| Other physical details | illustrations (some color) ; |
| Dimensions | 24 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Adaptive computation and machine learning |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 711-766) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bengio, Yoshua, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Courville, Aaron, |
| Relator term | author. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 925 0# - | |
| -- | acquire |
| -- | 1 shelf copy |
| -- | policy default |
| 955 ## - COPY-LEVEL INFORMATION (RLIN) | |
| -- | rk09 2016-08-03 to Dewey |
| -- | xm06 2016-08-04 |
| -- | rl09 2017-03-10 ; to CALM |
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