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Paper Abstract and Keywords
Presentation 2016-11-18 14:20
Discriminability of Binarized Event-related Potentials
Ryota Horie (SIT) MBE2016-48
Abstract (in Japanese) (See Japanese page) 
(in English) By using basic probabilistic models, we modeled event-related potentials (ERPs) observed by usual averaging and our proposed binarized ERPs to formulate quantitative relation between the two types of ERPs. We modeled discriminability of the binarized ERPs with considering a number of averaging as a parameter. By the model, it is revealed that the binarized ERPs does not have features of original ERPs depending on variance of background Electroencephalography (EEG) and noise, that a threshold for binarization can be optimized for realizing discrimination and to minimizing a misclassification rate, and that a number of averaging is a parameter which decides a misclassification rate in a trade-off with measurement time.
Keyword (in Japanese) (See Japanese page) 
(in English) Discriminability / Binarized / Event-related Potentials / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 312, MBE2016-48, pp. 5-8, Nov. 2016.
Paper # MBE2016-48 
Date of Issue 2016-11-11 (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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee MBE NC  
Conference Date 2016-11-18 - 2016-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MBE 
Conference Code 2016-11-MBE-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Discriminability of Binarized Event-related Potentials 
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Keyword(1) Discriminability  
Keyword(2) Binarized  
Keyword(3) Event-related Potentials  
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1st Author's Name Ryota Horie  
1st Author's Affiliation Shibaura Institute of Technology (SIT)
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Speaker Author-1 
Date Time 2016-11-18 14:20:00 
Presentation Time 25 minutes 
Registration for MBE 
Paper # MBE2016-48 
Volume (vol) vol.116 
Number (no) no.312 
Page pp.5-8 
#Pages 4 
Date of Issue 2016-11-11 (MBE) 

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