A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures

A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures

<p/> <p>The paper presents an investigation into a time-frequency (TF) method for extracting features from the electroencephalogram (EEG) recorded from subjects performing imagination of left- and right-hand movements. The feature extraction procedure (FEP) extracts frequency domain info...

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Bibliographic Details
Main Authors: Coyle Damien, Prasad Girijesh, McGinnity TM
Format: Article
Language:English
Published: SpringerOpen 2005-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
brain-computer interface
neuromuscular disorders
electroencephalogram
time-frequency methods
linear classification
Online Access:http://dx.doi.org/10.1155/ASP.2005.3141

Internet

http://dx.doi.org/10.1155/ASP.2005.3141

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