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Paper Abstract and Keywords
Presentation 2009-01-24 14:55
Development of BCI using single-trial EEGs -- Classificaton accuracy of quantification method II --
Minami Motoi, Maiko Sakamoto, Kazufumi Tanaka, Masahiro Katanosaka, 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.) MBE2008-91
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we report one of the key technologies in our single-trial-EEG-based BCI (Brain-Computer Interface). The technology could discriminate right and left of hands to be imagined from the single-trial EEGs measured during the movement imagery tasks. This discrimination in executed by applying the quantification analysis ? to the results of the ECDL, after the ICA, for the single-trial EEGs. We examine the performance of the classification by the quantification analysis ? for three subjects in detail, and discuss the accuracy of this classifier and the further problem.
Keyword (in Japanese) (See Japanese page) 
(in English) BCI / single-trial EEG / ICA / ECDL / quantification method II / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 405, MBE2008-91, pp. 79-82, Jan. 2009.
Paper # MBE2008-91 
Date of Issue 2009-01-16 (MBE) 
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. (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) Classificaton accuracy of quantification method II 
Keyword(1) BCI  
Keyword(2) single-trial EEG  
Keyword(3) ICA  
Keyword(4) ECDL  
Keyword(5) quantification method II  
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1st Author's Name Minami Motoi  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Maiko Sakamoto  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
3rd Author's Name Kazufumi Tanaka  
3rd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
4th Author's Name Masahiro Katanosaka  
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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Speaker
Date Time 2009-01-24 14:55:00 
Presentation Time 25 
Registration for MBE 
Paper # IEICE-MBE2008-91 
Volume (vol) IEICE-108 
Number (no) no.405 
Page pp.79-82 
#Pages IEICE-4 
Date of Issue IEICE-MBE-2009-01-16 


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