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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MBE2016-48 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2016-11-18 - 2016-11-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tohoku University |
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(See Japanese page) |
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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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Discriminability |
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Binarized |
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Event-related Potentials |
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Ryota Horie |
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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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