| Presentation | 2009-01-24 Development of BCI using single-trial EEGs : Classificaton accuracy of quantification method II Minami MOTOI, Maiko SAKAMOTO, Kazufumi TANAKA, Masahiro KATANOSAKA, Toshimasa YAMAZAKI, Hideyuki MAKI, Hiroshi TAKAYANAGI, Takahiro YAMANOI, Ken-ichi KAMIJO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we report one of the key technologies in our single-trial-EEG-based BCI (Brain-Computer Interface). The technology could discriminate right and left of hands to be imagined from the single-trial EEGs measured during the movement imagery tasks. This discrimination in executed by applying the quantification analysis II to the results of the ECDL, after the ICA, for the single-trial EEGs. We examine the performance of the classification by the quantification analysis II for three subjects in detail, and discuss the accuracy of this classifier and the further problem. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | BCI / single-trial EEC / ICA / ECDL / quantification method II |
| Paper # | MBE2008-91 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2009/1/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of BCI using single-trial EEGs : Classificaton accuracy of quantification method II |
| Sub Title (in English) | |
| Keyword(1) | BCI |
| Keyword(2) | single-trial EEC |
| Keyword(3) | ICA |
| Keyword(4) | ECDL |
| Keyword(5) | quantification method II |
| 1st Author's Name | Minami MOTOI |
| 1st Author's Affiliation | Kyushu Institute of Technology() |
| 2nd Author's Name | Maiko SAKAMOTO |
| 2nd Author's Affiliation | Kyushu Institute of Technology |
| 3rd Author's Name | Kazufumi TANAKA |
| 3rd Author's Affiliation | Kyushu Institute of Technology |
| 4th Author's Name | Masahiro KATANOSAKA |
| 4th Author's Affiliation | Kyushu Institute of Technology |
| 5th Author's Name | Toshimasa YAMAZAKI |
| 5th Author's Affiliation | Kyushu Institute of Technology |
| 6th Author's Name | Hideyuki MAKI |
| 6th Author's Affiliation | Japan Technical Software |
| 7th Author's Name | Hiroshi TAKAYANAGI |
| 7th Author's Affiliation | Information Science Research Center |
| 8th Author's Name | Takahiro YAMANOI |
| 8th Author's Affiliation | Hokkai Gakuen University |
| 9th Author's Name | Ken-ichi KAMIJO |
| 9th Author's Affiliation | NEC Nano Electronics Res. Labs. |
| Date | 2009-01-24 |
| Paper # | MBE2008-91 |
| Volume (vol) | vol.108 |
| Number (no) | 405 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |