Paper Abstract and Keywords |
Presentation |
2019-01-16 10:30
[Encouragement Talk]
Implementation of Distributed Deep Learning over Wireless Sensor Network Yuta Fukushima, Hirozumi Yamaguchi, Teruo Higashino (Osaka Univ.) MoNA2018-59 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this technical report, we design a new architecture to distribute and execute CNN (Convolutional neural network) over wireless sensor nodes.
We have implemented this mechanism on a wireless sensor network consisting of Intel Edison and evaluated learning ability and communication overhead. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Fall Detection / Distributed Computing / Deep Learning / Convolutional Neural Network / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 389, MoNA2018-59, pp. 13-18, Jan. 2019. |
Paper # |
MoNA2018-59 |
Date of Issue |
2019-01-09 (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 |
MoNA2018-59 |
Conference Information |
Committee |
MoNA |
Conference Date |
2019-01-16 - 2019-01-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
T. B. D. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
MoNA |
Conference Code |
2019-01-MoNA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Implementation of Distributed Deep Learning over Wireless Sensor Network |
Sub Title (in English) |
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Fall Detection |
Keyword(2) |
Distributed Computing |
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Deep Learning |
Keyword(4) |
Convolutional Neural Network |
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1st Author's Name |
Yuta Fukushima |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Hirozumi Yamaguchi |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Teruo Higashino |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-01-16 10:30:00 |
Presentation Time |
25 minutes |
Registration for |
MoNA |
Paper # |
MoNA2018-59 |
Volume (vol) |
vol.118 |
Number (no) |
no.389 |
Page |
pp.13-18 |
#Pages |
6 |
Date of Issue |
2019-01-09 (MoNA) |