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Paper Abstract and Keywords
Presentation 2013-09-25 14:20
Analysis of Kansei on Relations between Fractal Properties with EEG and Hemodynamics with NIRS
Masashi Ikeda, Takeo Kondo, Masahiro Nakagawa (Nagaoka Univ. of Tech.) MBE2013-58 NC2013-44
Abstract (in Japanese) (See Japanese page) 
(in English) EFAM (Emotion Fractal Analysis Method) is the method to analyze Kansei based on the fractal property of EEG.
EFAM has a problem that is the reduction of indentification rate after about three minutes of earning time.
Thus, in this study we attempt to solve this problem by means of proposing an analysis method based on
canonical correlation analysis and focusing on the relativity between the fractal dimension of EEG signals and hemodynamics measured by NIRS(Near-Infrared Spectroscopy).

As a result, the identification average rate increased 12.90%. The result suggests that the reliability evaluation of identification is possible by the correlation between the canonical variates.
Keyword (in Japanese) (See Japanese page) 
(in English) EEG / NIRS / Cross Modal / Cannonical correlation analysis / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 222, MBE2013-58, pp. 125-130, Sept. 2013.
Paper # MBE2013-58 
Date of Issue 2013-09-17 (MBE, 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 MBE2013-58 NC2013-44

Conference Information
Committee NC MBE  
Conference Date 2013-09-24 - 2013-09-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Niigata University Ekinan-Campus "TOKIMATE" 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MBE 
Conference Code 2013-09-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis of Kansei on Relations between Fractal Properties with EEG and Hemodynamics with NIRS 
Sub Title (in English)  
Keyword(1) EEG  
Keyword(2) NIRS  
Keyword(3) Cross Modal  
Keyword(4) Cannonical correlation analysis  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Masashi Ikeda  
1st Author's Affiliation Nagaoka University of Techonology (Nagaoka Univ. of Tech.)
2nd Author's Name Takeo Kondo  
2nd Author's Affiliation Nagaoka University of Techonology (Nagaoka Univ. of Tech.)
3rd Author's Name Masahiro Nakagawa  
3rd Author's Affiliation Nagaoka University of Techonology (Nagaoka Univ. of Tech.)
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Speaker Author-1 
Date Time 2013-09-25 14:20:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2013-58, NC2013-44 
Volume (vol) vol.113 
Number (no) no.222(MBE), no.223(NC) 
Page pp.125-130 
#Pages 6 
Date of Issue 2013-09-17 (MBE, NC) 

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