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| Presentation | 2012-06-26 11:35 Discrimination of Motor Imagery of Individual Finger with EEG Kazutoshi Yoshitake, Hideaki Touyama (Toyama Prefectural Univ)  MVE2012-12 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In recently years, the research of BCI(Brain-Computer Interface) has been more and more investigated. Motor imagery which is a kind of tasks in BCI experiments is mainly studied for medical care such as rehabilitation of quadriplegic patients, but the study leading to general use has not been performed elaborately. The one of the reasons is the lack of body parts which are available in the motor imagery BCI. Previous works show the possibility of using the EEG based BCI with actual movements of each finger as well as each limb. However, there is no investigation on EEG to determine motor imagery of individual finger without actual movements. In this paper, we show a preliminary experiments on EEG to determine motor imagery of individual finger, that is, thumb and little finger motor imagery with right hand of the subjects. The result of analyses is that the average classification accuracy is 68.3%. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Motor Imagery / Brain-Computer Interface(BCI) / Finger / EEG / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 106, MVE2012-12, pp. 13-16, June 2012. | |
| Paper # | MVE2012-12 | |
| Date of Issue | 2012-06-19 (MVE) | |
| 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 | MVE2012-12 |
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| Conference Information | |
| Committee | MVE ITE-HI HI-SIG-VR |
| Conference Date | 2012-06-26 - 2012-06-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sanjo Conference Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MVE |
| Conference Code | 2012-06-MVE-HI-SIG-VR |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Discrimination of Motor Imagery of Individual Finger with EEG |
| Sub Title (in English) | |
| Keyword(1) | Motor Imagery |
| Keyword(2) | Brain-Computer Interface(BCI) |
| Keyword(3) | Finger |
| Keyword(4) | EEG |
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| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Kazutoshi Yoshitake |
| 1st Author's Affiliation | Toyama Prefectural University (Toyama Prefectural Univ) |
| 2nd Author's Name | Hideaki Touyama |
| 2nd Author's Affiliation | Toyama Prefectural University (Toyama Prefectural Univ) |
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| Speaker | Author-1 |
| Date Time | 2012-06-26 11:35:00 |
| Presentation Time | 20 minutes |
| Registration for | MVE |
| Paper # | MVE2012-12 |
| Volume (vol) | vol.112 |
| Number (no) | no.106 |
| Page | pp.13-16 |
| #Pages | 4 |
| Date of Issue | 2012-06-19 (MVE) |
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