MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02088cam a2200373 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21677471 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240310115742.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m |o d | |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180523|2014 ||||f |00| 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2019745366 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789811052095 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(Sirsi) l2019745366 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
pn |
| -- |
rda |
| Transcribing agency |
DLC |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
<a href="006.3">006.3</a> |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Deng, Li, |
| Dates associated with a name |
1958- |
| Relator term |
author |
| 9 (RLIN) |
8363 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Deep learning : |
| Remainder of title |
methods and applications |
| Statement of responsibility, etc. |
/ Li Deng, Dong Yu. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boston, [Massachusetts] : |
| Name of producer, publisher, distributor, manufacturer |
now, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2014 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xi, 199 pages : |
| Other physical details |
illustrations (black and white) |
| 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 1# - SERIES STATEMENT |
|---|
| Series statement |
Foundations and trends in signal processing; |
| Volume/sequential designation |
7:3-4 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Endorsement 1. Introduction 2. Some Historical Context of Deep Learning 3. Three Classes of Deep Learning Networks 4. Deep Autoencoders - Unsupervised Learning 5. Pre-Trained Deep Neural Networks - A Hybrid 6. Deep Stacking Networks and Variants - Supervised Learning 7. Selected Applications in Speech and Audio Processing 8. Selected Applications in Language Modeling and Natural Language Processing 9. Selected Applications in Information Retrieval 10. Selected Applications in Object Recognition and Computer Vision 11. Selected Applications in Multimodal and Multi-task Learning 12. Conclusion References |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks. This is a timely and important book for researchers and students with an interest in deep learning methodology |
| 596 ## - |
|---|
| -- |
1 3 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computational learning theory |
| 9 (RLIN) |
8364 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning |
| 9 (RLIN) |
2745 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
| 9 (RLIN) |
4307 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Signal processing |
| General subdivision |
Digital techniques |
| 9 (RLIN) |
2 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Liu, Yang, |
| Relator term |
author |
| 9 (RLIN) |
8365 |