Paper Abstract and Keywords |
Presentation |
2018-12-06 15:20
[Tutorial Lecture]
Theory and applications of modular network self-organizing map Kazuhiro Tokunaga (NFU) SIS2018-27 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A modular network self-organizing map (mnSOM) is an extension and generalization of a Kohonen’s SOM in which each reference unit is replaced to a neural module such as a multi-layer perceptron. In addition, the mnSOM employs a competitive and cooperative learning algorithm of the SOM as the learning algorithm. Thus, the mnSOM generates a map in the function space rather than the vector space. In this paper, the theory and the learning algorithm of the mnSOM are explained. Moreover, the techniques for developing the mnSOM and other extensions are also introduced. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
modular network self-organizing map / self-organizing map / modular network / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 346, SIS2018-27, pp. 31-36, Dec. 2018. |
Paper # |
SIS2018-27 |
Date of Issue |
2018-11-29 (SIS) |
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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SIS2018-27 |
Conference Information |
Committee |
SIS |
Conference Date |
2018-12-06 - 2018-12-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hagi Civic Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Smart Personal Systems, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2018-12-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Theory and applications of modular network self-organizing map |
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modular network self-organizing map |
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self-organizing map |
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modular network |
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1st Author's Name |
Kazuhiro Tokunaga |
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National Fisheries University (NFU) |
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Speaker |
Author-1 |
Date Time |
2018-12-06 15:20:00 |
Presentation Time |
40 minutes |
Registration for |
SIS |
Paper # |
SIS2018-27 |
Volume (vol) |
vol.118 |
Number (no) |
no.346 |
Page |
pp.31-36 |
#Pages |
6 |
Date of Issue |
2018-11-29 (SIS) |
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