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Paper Abstract and Keywords
Presentation 2013-03-14 14:05
Signal Analysis towards BCI by Recurrent Self Organizing Map
Yuuma Kino, Yukari Yamauchi (Nihon Univ.) NC2012-162
Abstract (in Japanese) (See Japanese page) 
(in English) Recurrent Self-Organizing Map: RSOM has been proposed by Markus． Clustering of time series signal is available at RSOM． Nakakura et al． proposed a Similarity based SOM: SSOM． Neuron utilization rate was improved by SSOM． We propose SRSOM that combines SSOM to RSOM． We have analyzed brain signal data measured by NIRS using SRSOM． We've tried to improve the recognition rate of multiple tasks for BCI．
Keyword (in Japanese) (See Japanese page) 
(in English) BCI / Similarity based SOM / Recurrent Self-Organizing Map / Self-Organizing Map / NIRS / Signal Analysis / Similarity /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 480, NC2012-162, pp. 163-166, March 2013.
Paper # NC2012-162 
Date of Issue 2013-03-06 (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)
Download PDF NC2012-162

Conference Information
Committee MBE NC  
Conference Date 2013-03-13 - 2013-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2013-03-MBE-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Signal Analysis towards BCI by Recurrent Self Organizing Map 
Sub Title (in English)  
Keyword(1) BCI  
Keyword(2) Similarity based SOM  
Keyword(3) Recurrent Self-Organizing Map  
Keyword(4) Self-Organizing Map  
Keyword(5) NIRS  
Keyword(6) Signal Analysis  
Keyword(7) Similarity  
Keyword(8)  
1st Author's Name Yuuma Kino  
1st Author's Affiliation Nihon University (Nihon Univ.)
2nd Author's Name Yukari Yamauchi  
2nd Author's Affiliation Nihon University (Nihon Univ.)
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Speaker Author-1 
Date Time 2013-03-14 14:05:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2012-162 
Volume (vol) vol.112 
Number (no) no.480 
Page pp.163-166 
#Pages 4 
Date of Issue 2013-03-06 (NC) 

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