Paper Abstract and Keywords |
Presentation |
2012-12-12 09:50
An Application of Dynamic Binary Networks: Learning of Switching Signals of Matrix Converters Yuta Nakayama, Toshimichi Saito (HU) NC2012-76 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper studies a dynamic binary neural networks (DBNN) and its learning of periodic binary sequence.
As an application of object, we study matrix AC/AC converter which is a representative power electronics circuit.
We propose the learning of teacher signal corresponding to switching signals of the matrix converter.
The learning algorithm uses the genetic algorithm (GA) whose chromosomes correspond to parameters of the network.
We then consider learning process and confirm storage and stability of the teacher signal. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Binary Neural Networks / Dinamic Binary Neural Networks / Matrix Converter / Genetic Algorithm / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 345, NC2012-76, pp. 13-18, Dec. 2012. |
Paper # |
NC2012-76 |
Date of Issue |
2012-12-05 (NC) |
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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NC2012-76 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2012-12-12 - 2012-12-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Toyohashi University of Technology |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2012-12-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An Application of Dynamic Binary Networks: Learning of Switching Signals of Matrix Converters |
Sub Title (in English) |
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Keyword(1) |
Binary Neural Networks |
Keyword(2) |
Dinamic Binary Neural Networks |
Keyword(3) |
Matrix Converter |
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Genetic Algorithm |
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1st Author's Name |
Yuta Nakayama |
1st Author's Affiliation |
Hosei University (HU) |
2nd Author's Name |
Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
Author-1 |
Date Time |
2012-12-12 09:50:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2012-76 |
Volume (vol) |
vol.112 |
Number (no) |
no.345 |
Page |
pp.13-18 |
#Pages |
6 |
Date of Issue |
2012-12-05 (NC) |