A novel semi-blind signal extraction approach incorporating parafac for the removal of eye-blink artifact from EEGs

In this paper, a novel iterative blind signal extraction (BSE) scheme for the removal of the eye-blink artifact from electroencephalogram (EEC) signals is proposed. In this method, in order to remove the artifact, the signal extraction algorithm is provided with a priori information, i.e., an estima...

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Bibliographic Details
Main Authors: K. Nazarpour, Saeid Sanei, Jonathon Chambers
Format: Default Conference proceeding
Published: 2007
Subjects:
Mechanical engineering not elsewhere classified
Artificial intelligence not elsewhere classified
Artifact removal
Blind signal extraction
Eye-blink
Parallel factor analysis
Electroencephalogram
Mechanical Engineering not elsewhere classified
Artificial Intelligence and Image Processing
Online Access:https://hdl.handle.net/2134/5638
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