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Paper Abstract and Keywords
Presentation 2007-10-19 09:55
Single-trial processing for saccade prediction system
Arao Funase (Nitech/RIKEN), Tetsuya Hashimoto (Nitech), Tohru Yagi (Titech/RIKEN), Allan K. Barros (Univ. Maranha), Andrzej Cichocki (RIKEN), Ichi Takumi (Nitech) NC2007-46
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) EEG / Single-trial processing / Independent component analysis / Saccadic eye movements / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 263, NC2007-46, pp. 69-74, Oct. 2007.
Paper # NC2007-46 
Date of Issue 2007-10-11 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
技術研究報告に掲載された論文の著作権はIEICEに帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NC2007-46

Conference Information
Committee NC  
Conference Date 2007-10-18 - 2007-10-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Technology and Application of Brain Interface, General 
Paper Information
Registration To NC 
Conference Code 2007-10-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Single-trial processing for saccade prediction system 
Sub Title (in English)  
Keyword(1) EEG  
Keyword(2) Single-trial processing  
Keyword(3) Independent component analysis  
Keyword(4) Saccadic eye movements  
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1st Author's Name Arao Funase  
1st Author's Affiliation Nagoya Institute of Technology/RIKEN (Nitech/RIKEN)
2nd Author's Name Tetsuya Hashimoto  
2nd Author's Affiliation Nagoya Institute of Technology (Nitech)
3rd Author's Name Tohru Yagi  
3rd Author's Affiliation Tokyo Institute of Technology/RIKEN (Titech/RIKEN)
4th Author's Name Allan K. Barros  
4th Author's Affiliation Universidade Federal do Maranha (Univ. Maranha)
5th Author's Name Andrzej Cichocki  
5th Author's Affiliation RIKEN (RIKEN)
6th Author's Name Ichi Takumi  
6th Author's Affiliation Nagoya Institute of Technology (Nitech)
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Speaker
Date Time 2007-10-19 09:55:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2007-46 
Volume (vol) IEICE-107 
Number (no) no.263 
Page pp.69-74 
#Pages IEICE-6 
Date of Issue IEICE-NC-2007-10-11 


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