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| Presentation | 2009-01-24 14:55 Development of BCI using single-trial EEGs -- Classificaton accuracy of quantification method II -- Minami Motoi, Maiko Sakamoto, Kazufumi Tanaka, Masahiro Katanosaka, Toshimasa Yamazaki (Kyushu Inst. of Tech.), Hideyuki Maki (Japan Technical Software), Hiroshi Takayanagi (Information Science Research Center), Takahiro Yamanoi (Hokkai Gakuen Univ.), Ken-ichi Kamijo (NEC Nano Electronics Res. Labs.)  MBE2008-91 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this study, we report one of the key technologies in our single-trial-EEG-based BCI (Brain-Computer Interface). The technology could discriminate right and left of hands to be imagined from the single-trial EEGs measured during the movement imagery tasks. This discrimination in executed by applying the quantification analysis ? to the results of the ECDL, after the ICA, for the single-trial EEGs. We examine the performance of the classification by the quantification analysis ? for three subjects in detail, and discuss the accuracy of this classifier and the further problem. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | BCI / single-trial EEG / ICA / ECDL / quantification method II / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 405, MBE2008-91, pp. 79-82, Jan. 2009. | |
| Paper # | MBE2008-91 | |
| Date of Issue | 2009-01-16 (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) | |
| Download PDF | MBE2008-91 |
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| Conference Information | |
| Committee | MBE |
| Conference Date | 2009-01-23 - 2009-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saga University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME in general |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2009-01-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of BCI using single-trial EEGs |
| Sub Title (in English) | Classificaton accuracy of quantification method II |
| Keyword(1) | BCI |
| Keyword(2) | single-trial EEG |
| Keyword(3) | ICA |
| Keyword(4) | ECDL |
| Keyword(5) | quantification method II |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Minami Motoi |
| 1st Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 2nd Author's Name | Maiko Sakamoto |
| 2nd Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 3rd Author's Name | Kazufumi Tanaka |
| 3rd Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 4th Author's Name | Masahiro Katanosaka |
| 4th Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 5th Author's Name | Toshimasa Yamazaki |
| 5th Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 6th Author's Name | Hideyuki Maki |
| 6th Author's Affiliation | Japan Technical Software (Japan Technical Software) |
| 7th Author's Name | Hiroshi Takayanagi |
| 7th Author's Affiliation | Information Science Research Center (Information Science Research Center) |
| 8th Author's Name | Takahiro Yamanoi |
| 8th Author's Affiliation | Hokkai Gakuen University (Hokkai Gakuen Univ.) |
| 9th Author's Name | Ken-ichi Kamijo |
| 9th Author's Affiliation | NEC Nano Electronics Res. Labs. (NEC Nano Electronics Res. Labs.) |
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| Speaker | Author-1 |
| Date Time | 2009-01-24 14:55:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2008-91 |
| Volume (vol) | vol.108 |
| Number (no) | no.405 |
| Page | pp.79-82 |
| #Pages | 4 |
| Date of Issue | 2009-01-16 (MBE) |
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