| Presentation | 2009-01-24 Development of BCI using single-trial EEGs : Repruducibility of ICA results Masahiro KATANOSAKA, Kazufumi TANAKA, Minami MOTOI, Maiko SAKAMOTO, Toshimasa YAMAZAKI, Hideyuki MAKI, Hiroshi TAKAYANAGI, Takahiro YAMANOI, Ken-ichi KAMIJO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study discusses the reproducibility of result of ICA which is one of the key technologies in our single-trial-EEG-based BCI (Brain-Computer Interface). The ICA, which could separate signals and noises, is important also for a preprocessing of the single-trial EEGs. Therefore, the reproducibility of the ICA results has a large influence on the reliability for our BCI. In the present study, the reproducibility of the ICA results was translated into that of ECDL results, and the reproducibility was investigated by a confusion matrix and cluster analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | BCI / single-trial EEC / ICA / ECDL / confusion matrix / clster analysis |
| Paper # | MBE2008-92 |
| Date of Issue |
| Conference Information | |
| Committee | MBE |
|---|---|
| Conference Date | 2009/1/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
|---|---|
| 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 : Repruducibility of ICA results |
| Sub Title (in English) | |
| Keyword(1) | BCI |
| Keyword(2) | single-trial EEC |
| Keyword(3) | ICA |
| Keyword(4) | ECDL |
| Keyword(5) | confusion matrix |
| Keyword(6) | clster analysis |
| 1st Author's Name | Masahiro KATANOSAKA |
| 1st Author's Affiliation | Kyushu Institute of Technology() |
| 2nd Author's Name | Kazufumi TANAKA |
| 2nd Author's Affiliation | Kyushu Institute of Technology |
| 3rd Author's Name | Minami MOTOI |
| 3rd Author's Affiliation | Kyushu Institute of Technology |
| 4th Author's Name | Maiko SAKAMOTO |
| 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 # | MBE2008-92 |
| Volume (vol) | vol.108 |
| Number (no) | 405 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |