Presentation 2011-09-26
A Feature Extraction based on EEG Dynamics under Recall of Emotion and Intention
Kohei HIROSE, Masahiro NAKAGAWA,
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Abstract(in English) A Brain Computer Interface (BCI) is the future generation man-machine interface which is expected as an attractive control method of a machine without human action of hands, legs, etc. BCI utilizes only human biological signals and may provide man-machine interface for aged generations and/or physically-disable persons. In this study, we used the analysis of the fractal of electroencephalogram (EEG) signals under recall of emotion or intention. Results of these studies, the fractal properties used for the feature extraction were investigated.
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Keyword(in English) BCI / Fractal Dimension / electroencephalogram signals / Emotion / Intention
Paper # MBE2011-46
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Conference Information
Committee MBE
Conference Date 2011/9/19(1days)
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Registration To ME and Bio Cybernetics (MBE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Feature Extraction based on EEG Dynamics under Recall of Emotion and Intention
Sub Title (in English)
Keyword(1) BCI
Keyword(2) Fractal Dimension
Keyword(3) electroencephalogram signals
Keyword(4) Emotion
Keyword(5) Intention
1st Author's Name Kohei HIROSE
1st Author's Affiliation Department of Electrical Engineering, Nagaoka University of Technology()
2nd Author's Name Masahiro NAKAGAWA
2nd Author's Affiliation Department of Electrical Engineering, Nagaoka University of Technology
Date 2011-09-26
Paper # MBE2011-46
Volume (vol) vol.111
Number (no) 217
Page pp.pp.-
#Pages 6
Date of Issue