| Paper Abstract and Keywords |
| Presentation |
2010-07-27 14:30
A Study on Estimating a Vowel Read Silently from Human Electrocorticogram Shigeyuki Ikeda, Tomohiro Shibata (NAIST), Naohiro Tsuyuguchi (Osaka City Univ.), Naoki Nakano (Kinki Univ.), Yoshinobu Hara (NAIST), Rieko Okada (Kinki Univ.), Kazushi Ikeda (NAIST), Amami Kato (Kinki Univ./JST) NC2010-37 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, Brain Machine Interface(BMI), which retrieves cortical brain activity by invasive or noninvasive method of measurement and connects external computer has been studied intensively. The ultimate goal of this study is to develop a BCI for verbal communication without utterance. As a step toward the goal, we conducted a silent reading task in which two epilepsy patients with Electrocorticogram (ECoG) electrodes were asked to silently read a vowel, and investigated whether the vowel read was identified by discriminating vowels from the ECoG with Support Vector Machine (SVM). |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
ECoG / BMI / Silent reading / SVM / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 110, no. 149, NC2010-37, pp. 45-50, July 2010. |
| Paper # |
NC2010-37 |
| Date of Issue |
2010-07-20 (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 |
NC2010-37 |
| Conference Information |
| Committee |
NC |
| Conference Date |
2010-07-27 - 2010-07-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kyoto University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Recording and analysis of neuronal activity, etc |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2010-07-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Estimating a Vowel Read Silently from Human Electrocorticogram |
| Sub Title (in English) |
|
| Keyword(1) |
ECoG |
| Keyword(2) |
BMI |
| Keyword(3) |
Silent reading |
| Keyword(4) |
SVM |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Shigeyuki Ikeda |
| 1st Author's Affiliation |
Graduate School of Information Science, NAIST (NAIST) |
| 2nd Author's Name |
Tomohiro Shibata |
| 2nd Author's Affiliation |
Graduate School of Information Science, NAIST (NAIST) |
| 3rd Author's Name |
Naohiro Tsuyuguchi |
| 3rd Author's Affiliation |
Osaka City University (Osaka City Univ.) |
| 4th Author's Name |
Naoki Nakano |
| 4th Author's Affiliation |
Kinki University Hospital Neurosurgery (Kinki Univ.) |
| 5th Author's Name |
Yoshinobu Hara |
| 5th Author's Affiliation |
Graduate School of Biological Science, NAIST (NAIST) |
| 6th Author's Name |
Rieko Okada |
| 6th Author's Affiliation |
Graduate School of Medicine Kinki University (Kinki Univ.) |
| 7th Author's Name |
Kazushi Ikeda |
| 7th Author's Affiliation |
Graduate School of Information Science, NAIST (NAIST) |
| 8th Author's Name |
Amami Kato |
| 8th Author's Affiliation |
Kinki University Hospital Neurosurgery/CREST JST (Kinki Univ./JST) |
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| Speaker |
Author-1 |
| Date Time |
2010-07-27 14:30:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
NC2010-37 |
| Volume (vol) |
vol.110 |
| Number (no) |
no.149 |
| Page |
pp.45-50 |
| #Pages |
6 |
| Date of Issue |
2010-07-20 (NC) |