Paper Abstract and Keywords |
Presentation |
2018-11-22 17:05
The comparison of the discrimination of the music preference using the frontal electroencephalogram (EEG) asymmetry and the EEG power Hirokazu Sadahisa, Yuya Tsuji, Kiyohisa Natsume (KIT) MBE2018-49 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The previous research of the frontal EEG asymmetry of mood and emotion has reported that the left frontal EEG activation relates the positive affect and the right frontal activation does the negative affect. In the present research, we studied whether the music preference was discriminated by using the frontal EEG asymmetry as a feature. The discrimination results were compared with those using EEG power in the frequency domain. We analyzed whether the frontal EEG power asymmetry ratio changed by like/dislike music, and the asymmetry ratio was used for the discrimination. The leave-one-out cross validation test was conducted using LDA and SVM. As a result, the frontal EEG asymmetry ratio could not discriminate the music preferences whereas the EEG power could do it on four or five subjects. Therefore, it suggests that it is difficult to discriminate the music preference using the frontal EEG asymmetry ratio. We should use the EEG power in frequency domains as a feature. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Electroencephalogram / Music Preference / Discrimination / Frequency Power / Frontal asymmetry / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 321, MBE2018-49, pp. 65-70, Nov. 2018. |
Paper # |
MBE2018-49 |
Date of Issue |
2018-11-15 (MBE) |
ISSN |
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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MBE2018-49 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2018-11-22 - 2018-11-22 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MBE |
Conference Code |
2018-11-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The comparison of the discrimination of the music preference using the frontal electroencephalogram (EEG) asymmetry and the EEG power |
Sub Title (in English) |
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Electroencephalogram |
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Music Preference |
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Discrimination |
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Frequency Power |
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Frontal asymmetry |
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1st Author's Name |
Hirokazu Sadahisa |
1st Author's Affiliation |
Kyushu Institute of Technology (KIT) |
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Yuya Tsuji |
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Kyushu Institute of Technology (KIT) |
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Kiyohisa Natsume |
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Kyushu Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2018-11-22 17:05:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2018-49 |
Volume (vol) |
vol.118 |
Number (no) |
no.321 |
Page |
pp.65-70 |
#Pages |
6 |
Date of Issue |
2018-11-15 (MBE) |
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