| Presentation | 2007-10-19 Single-trial processing for saccade predicting system Arao FUNASE, Tetsuro HASHIMOTO, Tohru YAGI, Allan K. BARROS, Andrzej CICHOCKI, Ichi TAKUMI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Our goal is to develop the saccade predicting system which can predict when subjects move their eyes and which direction subjects move them. In order to develop this system, we focus on and analyze waveform of EEG signals. In previous studies, it is usual to analyze waveform of EEG signals by the ensemble averaging. However, It is not suitable to use the ensemble, averaging in single-trial processing. The ensemble averaging is not good signal processing to use on the interface. Therefore, in this research, we use independent component analysis (ICA) for processing of EEG signals' waveform in single trial processing. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / Single-trial processing / Independent component analysis / Saccadic eye movements |
| Paper # | NC2007-46 |
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| Committee | NC |
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| Conference Date | 2007/10/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Single-trial processing for saccade predicting system |
| 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 | Tetsuro HASHIMOTO |
| 2nd Author's Affiliation | Graduate school of Engineering, Nagoya Institute of Technology |
| 3rd Author's Name | Tohru YAGI |
| 3rd Author's Affiliation | Graduate school of Information Science and Engineering, Tokyo Institute of Technology:Bio-Mimetic Control Research Center, RIKEN |
| 4th Author's Name | Allan K. BARROS |
| 4th Author's Affiliation | Dept. of Electrical Engineering, Universidade Federal do Maranhao |
| 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 | 2007-10-19 |
| Paper # | NC2007-46 |
| Volume (vol) | vol.107 |
| Number (no) | 263 |
| Page | pp.pp.- |
| #Pages | 6 |
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