| Presentation | 2008-03-12 Single trial on saccade-related EEG signal by independent component analysis Arao FUNASE, Motoaki MOURI, Allan K. BARROS, Tohru YAGI, Andrzej CICHOCKI, Ichi TAKUMI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, we try to extract saccade-related independent components in single-trial by independent component analysis (ICA). The ICA is signal processing to separate signals under assumption that each original signals are mutual independent. In order to use the ICA, we try to remove noises and background EEG signal and to extract only saccade-related independent components. In results, we can extract saccade-related independent components in signal-trial by the ICA and we can detect which direction subjects move their eyes to by the separation matrix. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / Single-trial processing / Independent component analysis / Saccadic eye movements |
| Paper # | NC2007-115 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2008/3/5(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 | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Single trial on saccade-related EEG signal by independent component analysis |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | Single-trial processing |
| Keyword(3) | Independent component analysis |
| Keyword(4) | Saccadic eye movements |
| 1st Author's Name | Arao FUNASE |
| 1st Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology:Brain Science Institute, RIKEN() |
| 2nd Author's Name | Motoaki MOURI |
| 2nd Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology:Brain Science Institute, RIKEN |
| 3rd Author's Name | Allan K. BARROS |
| 3rd Author's Affiliation | Dept. of Electrical Engineering, Universidade Federal do Maranhao |
| 4th Author's Name | Tohru YAGI |
| 4th Author's Affiliation | Graduate school of Information Science and Engineering, Tokyo Institute of Technology:Bio-Mimetic Control Research Center, RIKEN |
| 5th Author's Name | Andrzej CICHOCKI |
| 5th Author's Affiliation | Brain Science Institute, RIKEN |
| 6th Author's Name | Ichi TAKUMI |
| 6th Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology |
| Date | 2008-03-12 |
| Paper # | NC2007-115 |
| Volume (vol) | vol.107 |
| Number (no) | 542 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |