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| Presentation | 2013-09-25 09:55 Evaluation Using Fractal Analysis of EEG Signals to Introduce Dry Bioelectrodes for BCI Ryota Saito, Masahiro Nakagawa (Nagaoka Univ. of Tech.)  MBE2013-51 NC2013-37 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | To apply the discrimination of EEG (Electroencephalogram) patterns by EFAM (Emotion Fractal Analysis Method) to BCI (Brain Computer Interface) has been actively studied in recent years. The electrodes are placed on the scalp of a subject with a conductive paste to measure EEG. On the other hand, a development of an electrode bringing its metallic pins into contact with a scalp is advanced to avoid using the conductive paste. In this paper, we examine whether the discrimination accuracy of around 70% will be obtained with using the pin electrode instead of using a conductive paste. The result was that the average discrimination accuracy of 67% that is the goal of this study was obtained from one of three subjects. Also, to control an electric wheelchair to change the movement of forward travel and stop was succeeded by the BCI with using the pin electrode. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | EEG / Chaos and Fractal Theory / Brain Computer Interface / Dry Biological Electrode / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 222, MBE2013-51, pp. 83-88, Sept. 2013. | |
| Paper # | MBE2013-51 | |
| Date of Issue | 2013-09-17 (MBE, NC) | |
| 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 | MBE2013-51 NC2013-37 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2013-09-24 - 2013-09-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Niigata University Ekinan-Campus "TOKIMATE" |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2013-09-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation Using Fractal Analysis of EEG Signals to Introduce Dry Bioelectrodes for BCI |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | Chaos and Fractal Theory |
| Keyword(3) | Brain Computer Interface |
| Keyword(4) | Dry Biological Electrode |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Ryota Saito |
| 1st Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
| 2nd Author's Name | Masahiro Nakagawa |
| 2nd Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2013-09-25 09:55:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2013-51, NC2013-37 |
| Volume (vol) | vol.113 |
| Number (no) | no.222(MBE), no.223(NC) |
| Page | pp.83-88 |
| #Pages | 6 |
| Date of Issue | 2013-09-17 (MBE, NC) |
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