Paper Abstract and Keywords |
Presentation |
2018-08-03 13:45
[Tutorial Lecture]
Deep Learning Tutorial Takayuki Nishio (Kyoto Univ.) MoNA2018-21 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Deep learning, which is a machine learning which uses deeply stacked neural networks, has attracted much attention as a solution for many tasks. Deep learning frameworks such as Tensorflow and Chainer enable us to implement deep neural networks easily, but knowledge and techniques are required to apply deep learning for own problems. This tutorial introduces a basic idea of deep learning in particular supervised deep learning, and show some examples of deep learning application in wireless communications. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Deep Learning / Machine Learning / Supervised Learning / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 170, MoNA2018-21, pp. 83-88, Aug. 2018. |
Paper # |
MoNA2018-21 |
Date of Issue |
2018-07-26 (MoNA) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
MoNA2018-21 |
Conference Information |
Committee |
MoNA |
Conference Date |
2018-08-02 - 2018-08-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Otaru Citizen Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Mobile Networks, Mobile Applications, etc. (tentative) |
Paper Information |
Registration To |
MoNA |
Conference Code |
2018-08-MoNA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Deep Learning Tutorial |
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Deep Learning |
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Machine Learning |
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Supervised Learning |
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1st Author's Name |
Takayuki Nishio |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-08-03 13:45:00 |
Presentation Time |
90 minutes |
Registration for |
MoNA |
Paper # |
MoNA2018-21 |
Volume (vol) |
vol.118 |
Number (no) |
no.170 |
Page |
pp.83-88 |
#Pages |
6 |
Date of Issue |
2018-07-26 (MoNA) |
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