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| Presentation | 2009-05-25 14:30 A study for accuracy improvement of automated EEG recognition using Fujimori's method Fumiaki Tsunashima, Naoyuki Aikawa (Tokyo Univ. of Science), Shigeki Ogata (Univ.of the Ryukyus)  NC2009-5 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Fujimori's method is one of the electroencephalography(EEG) analysis method. This method measures both the amplitude and duration of each EEG wave.Recently, many approaches for computerization of EEG analysis have been studied. A computer program using Fujimori's method was developed. However the results using this algorithm were not enough for EEG which involved complex waveforms. To analyze high complex EEG waveforms, we have been developing a new implementation Fujimori's method. In this method, Scale Space Filtering is used so that EEG analysis using the proposed algorithm and clinical EEG analysis become the same. We show the effectiveness of this method by some simulations. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | EEG analysis / Fujimori's method / Scale Space Filtering / time domain analysis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 53, NC2009-5, pp. 25-30, May 2009. | |
| Paper # | NC2009-5 | |
| Date of Issue | 2009-05-18 (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 | NC2009-5 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2009-05-25 - 2009-05-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OIST, Okinawa |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning Approach to Biodata Mining in Biological Phenomena, and General |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2009-05-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study for accuracy improvement of automated EEG recognition using Fujimori's method |
| Sub Title (in English) | |
| Keyword(1) | EEG analysis |
| Keyword(2) | Fujimori's method |
| Keyword(3) | Scale Space Filtering |
| Keyword(4) | time domain analysis |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Fumiaki Tsunashima |
| 1st Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 2nd Author's Name | Naoyuki Aikawa |
| 2nd Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
| 3rd Author's Name | Shigeki Ogata |
| 3rd Author's Affiliation | University of the Ryukyus (Univ.of the Ryukyus) |
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| Speaker | Author-1 |
| Date Time | 2009-05-25 14:30:00 |
| Presentation Time | 30 minutes |
| Registration for | NC |
| Paper # | NC2009-5 |
| Volume (vol) | vol.109 |
| Number (no) | no.53 |
| Page | pp.25-30 |
| #Pages | 6 |
| Date of Issue | 2009-05-18 (NC) |
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