DocumentCode
529606
Title
Eye movement-related EEG potential pattern recognition for real-time BMI
Author
Ito, Takuma ; Shinji, Tomoyuki ; Sumiya, Hideyasu ; Baba, Mituru
Author_Institution
Ibaraki Grad. Sch., Hitachi, Japan
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
1055
Lastpage
1059
Abstract
This study aims at rapid BMI pattern recognition for the eye-ball movement, which is considered to be removed factor from EEG as artifact. We investigated the repeatability of eyeball movement ERP and the characteristics, which possess steady, high voltage and 50ms rapid reaction. As ERP pattern discriminator, this paper proposes 3 methods to extract and distinguish characteristic patterns induced by several directional ocular movements.
Keywords
brain-computer interfaces; electroencephalography; eye; medical image processing; pattern recognition; ERP pattern discriminator; brain-machine interface; directional ocular movements; eye ball movement-related EEG; pattern recognition; real-time BMI; Accuracy; Electroencephalography; Humans; Learning; Multi-layer neural network; Optimization; Tuning; BMI; EEG; eye-ball movement;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference 2010, Proceedings of
Conference_Location
Taipei
Print_ISBN
978-1-4244-7642-8
Type
conf
Filename
5602949
Link To Document