| Presentation | 2016-06-27 A Basic Study on Speeding up Japanese Input BCI with Linguistic Feature Shuichi Nishino, Tomohiro Yoshikawa, Takeshi Furuhashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Brain Computer Interface / P300 Speller / Language model |
| Paper # | AI2016-9 |
| Date of Issue | 2016-06-20 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2016/6/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toshiharu Sugawara(Waseda Univ.) |
| Vice Chair | Tsunenori Mine(Kyushu Univ.) / Daisuke Katagami(Tokyo Polytechnic Univ.) |
| Secretary | Tsunenori Mine(Ritsumeikan Univ.) / Daisuke Katagami(Shizuoka Univ.) |
| Assistant | Yuichi Sei(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| 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 |
| 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.) |
| Date | 2016-06-27 |
| Paper # | AI2016-9 |
| Volume (vol) | vol.116 |
| Number (no) | AI-117 |
| Page | pp.pp.47-50(AI), |
| #Pages | 4 |
| Date of Issue | 2016-06-20 (AI) |