Paper Abstract and Keywords |
Presentation |
2017-05-11 14:30
Neural Network with Synchronized Noise Masashi Azuma, Chihiro Ikuta, Yuichi Nakamura (NIT, Anan College), Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.) NLP2017-10 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, I investigate an influence of a noise addition to a deep neural network. A backpropagation is generally used for the learning of the deep neural network; however, this algorithm has a local minimum problem. For this problem, I give the synchronized uniformed noise and designed noise to the network and compare the proposed network performance with general networks. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
deep neural network / noise / classification / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 18, NLP2017-10, pp. 47-50, May 2017. |
Paper # |
NLP2017-10 |
Date of Issue |
2017-05-04 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 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) |
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NLP2017-10 |
Conference Information |
Committee |
NLP |
Conference Date |
2017-05-11 - 2017-05-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okayama University of Science |
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etc. |
Paper Information |
Registration To |
NLP |
Conference Code |
2017-05-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Neural Network with Synchronized Noise |
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deep neural network |
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noise |
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classification |
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1st Author's Name |
Masashi Azuma |
1st Author's Affiliation |
National Institute of Technology, Anan College (NIT, Anan College) |
2nd Author's Name |
Chihiro Ikuta |
2nd Author's Affiliation |
National Institute of Technology, Anan College (NIT, Anan College) |
3rd Author's Name |
Yuichi Nakamura |
3rd Author's Affiliation |
National Institute of Technology, Anan College (NIT, Anan College) |
4th Author's Name |
Yoko Uwate |
4th Author's Affiliation |
Tokushima University (Tokushima Univ.) |
5th Author's Name |
Yoshifumi Nishio |
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Tokushima University (Tokushima Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-05-11 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2017-10 |
Volume (vol) |
vol.117 |
Number (no) |
no.18 |
Page |
pp.47-50 |
#Pages |
4 |
Date of Issue |
2017-05-04 (NLP) |
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