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Paper Abstract and Keywords
Presentation 2012-06-26 11:35
Discrimination of Motor Imagery of Individual Finger with EEG
Kazutoshi Yoshitake, Hideaki Touyama (Toyama Prefectural Univ) MVE2012-12
Abstract (in Japanese) (See Japanese page) 
(in English) In recently years, the research of BCI(Brain-Computer Interface) has been more and more investigated. Motor imagery which is a kind of tasks in BCI experiments is mainly studied for medical care such as rehabilitation of quadriplegic patients, but the study leading to general use has not been performed elaborately. The one of the reasons is the lack of body parts which are available in the motor imagery BCI. Previous works show the possibility of using the EEG based BCI with actual movements of each finger as well as each limb. However, there is no investigation on EEG to determine motor imagery of individual finger without actual movements. In this paper, we show a preliminary experiments on EEG to determine motor imagery of individual finger, that is, thumb and little finger motor imagery with right hand of the subjects. The result of analyses is that the average classification accuracy is 68.3%.
Keyword (in Japanese) (See Japanese page) 
(in English) Motor Imagery / Brain-Computer Interface(BCI) / Finger / EEG / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 106, MVE2012-12, pp. 13-16, June 2012.
Paper # MVE2012-12 
Date of Issue 2012-06-19 (MVE) 
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 MVE2012-12

Conference Information
Committee MVE ITE-HI HI-SIG-VR  
Conference Date 2012-06-26 - 2012-06-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Sanjo Conference Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MVE 
Conference Code 2012-06-MVE-HI-SIG-VR 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Discrimination of Motor Imagery of Individual Finger with EEG 
Sub Title (in English)  
Keyword(1) Motor Imagery  
Keyword(2) Brain-Computer Interface(BCI)  
Keyword(3) Finger  
Keyword(4) EEG  
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1st Author's Name Kazutoshi Yoshitake  
1st Author's Affiliation Toyama Prefectural University (Toyama Prefectural Univ)
2nd Author's Name Hideaki Touyama  
2nd Author's Affiliation Toyama Prefectural University (Toyama Prefectural Univ)
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Speaker
Date Time 2012-06-26 11:35:00 
Presentation Time 20 
Registration for MVE 
Paper # IEICE-MVE2012-12 
Volume (vol) IEICE-112 
Number (no) no.106 
Page pp.13-16 
#Pages IEICE-4 
Date of Issue IEICE-MVE-2012-06-19 


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