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Paper Abstract and Keywords
Presentation 2007-06-14 09:30
A Design of the EEG feature detection and condition classification
Junko Murakami, Eriko Yokomatsu, Shin-ichi Ito, Yasue Mitsukura (TUAT), Jianting Cao (SIT), Minoru Fukumi (Univ. of Tokushima) NC2007-8
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper,we classify the smoking conditions(before smoking and after smoking) by using the EEG. Moreover, we extract frequency characteristic of conditions. First, we measure the EEG data for subjects by using the simple electroencephalograph. Then, the EEG feature is extracted by using the singular value decomposition (SVD).
We classify and extract feature of the smoking conditions by using the fuzzy c-means (FCM). Then, in order to show the effectiveness of the proposed method, computer simulations are done.
Keyword (in Japanese) (See Japanese page) 
(in English) EEG / Fuzzy Cmeans / Singular Value Decomposition / Smoking / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 92, NC2007-8, pp. 1-4, June 2007.
Paper # NC2007-8 
Date of Issue 2007-06-07 (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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Conference Information
Committee NC  
Conference Date 2007-06-14 - 2007-06-15 
Place (in Japanese) (See Japanese page) 
Place (in English) OIST Seaside House 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2007-06-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Design of the EEG feature detection and condition classification 
Sub Title (in English)  
Keyword(1) EEG  
Keyword(2) Fuzzy Cmeans  
Keyword(3) Singular Value Decomposition  
Keyword(4) Smoking  
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1st Author's Name Junko Murakami  
1st Author's Affiliation Tokyo University of Agriculture and technology (TUAT)
2nd Author's Name Eriko Yokomatsu  
2nd Author's Affiliation Tokyo University of Agriculture and technology (TUAT)
3rd Author's Name Shin-ichi Ito  
3rd Author's Affiliation Tokyo University of Agriculture and technology (TUAT)
4th Author's Name Yasue Mitsukura  
4th Author's Affiliation Tokyo University of Agriculture and technology (TUAT)
5th Author's Name Jianting Cao  
5th Author's Affiliation Saitama Institute of Technology (SIT)
6th Author's Name Minoru Fukumi  
6th Author's Affiliation The University of Tokushima (Univ. of Tokushima)
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Speaker Author-1 
Date Time 2007-06-14 09:30:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2007-8 
Volume (vol) vol.107 
Number (no) no.92 
Page pp.1-4 
#Pages
Date of Issue 2007-06-07 (NC) 


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