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Paper Abstract and Keywords
Presentation 2009-01-24 15:20
Development of BCI using single-trial EEGs -- Repruducibility of ICA results --
Masahiro Katanosaka, Kazufumi Tanaka, Minami Motoi, Maiko Sakamoto, Toshimasa Yamazaki (Kyushu Inst. of Tech.), Hideyuki Maki (Japan Technical Software), Hiroshi Takayanagi (Information Science Research Center), Takahiro Yamanoi (Hokkai Gakuen Univ.), Ken-ichi Kamijo (NEC Nano Electronics Res. Labs.) MBE2008-92
Abstract (in Japanese) (See Japanese page) 
(in English) This study discusses the reproducibility of result of ICA which is one of the key technologies in our single-trial-EEG-based BCI (Brain-Computer Interface). The ICA, which could separate signals and noises, is important also for a preprocessing of the single-trial EEGs. Therefore, the reproducibility of the ICA results has a large influence on the reliability for our BCI. In the present study, the reproducibility of the ICA results was translated into that of ECDL results, and the reproducibility was investigated by a confusion matrix and cluster analysis.
Keyword (in Japanese) (See Japanese page) 
(in English) BCI / single-trial EEGs / ICA / ECDL / confusion matrix / cluster analysis / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 405, MBE2008-92, pp. 83-86, Jan. 2009.
Paper # MBE2008-92 
Date of Issue 2009-01-16 (MBE) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee MBE  
Conference Date 2009-01-23 - 2009-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Saga University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME in general 
Paper Information
Registration To MBE 
Conference Code 2009-01-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development of BCI using single-trial EEGs 
Sub Title (in English) Repruducibility of ICA results 
Keyword(1) BCI  
Keyword(2) single-trial EEGs  
Keyword(3) ICA  
Keyword(4) ECDL  
Keyword(5) confusion matrix  
Keyword(6) cluster analysis  
1st Author's Name Masahiro Katanosaka  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Kazufumi Tanaka  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
3rd Author's Name Minami Motoi  
3rd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
4th Author's Name Maiko Sakamoto  
4th Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
5th Author's Name Toshimasa Yamazaki  
5th Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
6th Author's Name Hideyuki Maki  
6th Author's Affiliation Japan Technical Software (Japan Technical Software)
7th Author's Name Hiroshi Takayanagi  
7th Author's Affiliation Information Science Research Center (Information Science Research Center)
8th Author's Name Takahiro Yamanoi  
8th Author's Affiliation Hokkai Gakuen University (Hokkai Gakuen Univ.)
9th Author's Name Ken-ichi Kamijo  
9th Author's Affiliation NEC Nano Electronics Res. Labs. (NEC Nano Electronics Res. Labs.)
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Date Time 2009-01-24 15:20:00 
Presentation Time 25 
Registration for MBE 
Paper # IEICE-MBE2008-92 
Volume (vol) IEICE-108 
Number (no) no.405 
Page pp.83-86 
#Pages IEICE-4 
Date of Issue IEICE-MBE-2009-01-16 

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