On Use of Independent Component Analysis for Ocular Artifacts Reduction of Electroencephalogram and While Using Kurtosis as the Threshold

Brain electrical activity commonly represented by the Electroencephalogram (EEG), due to its miniscule amplitude (on the order of a hundred microvolts), is often contaminated with various artifacts. Independent Component Analysis (ICA) may be a useful technique to reduce some artifacts prior analyzi...

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Bibliographic Details
Main Authors: Kazi Aminul Islam, Gleb Tcheslavski
Format: Article
Language:English
Published: Bulgarian Academy of Sciences 2017-09-01
Series:International Journal Bioautomation
Subjects:
Online Access:http://www.biomed.bas.bg/bioautomation/2017/vol_21.3/files/21.3_03.pdf