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| Presentation | 2016-06-27 15:40 A Basic Study on Speeding up Japanese Input BCI with Linguistic Feature Shuichi Nishino, Tomohiro Yoshikawa, Takeshi Furuhashi (Nagoya Univ.)  AI2016-9 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Brain Computer Interface (BCI) allows a user to control external devices and to communicate with other people by his/her thought. P300 Speller is a BCI system which utilizes user's P300 as the feature to input letters. P300 Speller is expected to help people with motor disabilities, however, the inputting speed of the system is very slow, which is big burden for users. This paper proposes a method to incorporate P300 Speller with a word-level language model to reduce the inputting time. Results of an offline experiment with 8 subjects shows that the proposed method achieve quicker inputting than conventional methods. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Brain Computer Interface / P300 Speller / Language model / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 117, AI2016-9, pp. 47-50, June 2016. | |
| Paper # | AI2016-9 | |
| Date of Issue | 2016-06-20 (AI) | |
| 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 | AI2016-9 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2016-06-27 - 2016-06-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2016-06-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Basic Study on Speeding up Japanese Input BCI with Linguistic Feature |
| Sub Title (in English) | |
| Keyword(1) | Brain Computer Interface |
| Keyword(2) | P300 Speller |
| Keyword(3) | Language model |
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| 1st Author's Name | Shuichi Nishino |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Tomohiro Yoshikawa |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Takeshi Furuhashi |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-06-27 15:40:00 |
| Presentation Time | 30 minutes |
| Registration for | AI |
| Paper # | AI2016-9 |
| Volume (vol) | vol.116 |
| Number (no) | no.117 |
| Page | pp.47-50 |
| #Pages | 4 |
| Date of Issue | 2016-06-20 (AI) |
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