Established in 2005 under support of MŠMT ČR (project 1M0572)

Lectures and Presetations

Methods of Artefact Elimination in EEG Data Using Independent Component Analysis

From:
Dec. 20 2005 10:20AM
To:
Dec. 20 2005 10:40AM
Place:
ÚTIA AV ČR
Description:
In this lecture, several state-of-art algorithms to perform independent component analysis will be presented, including both (A) algorithms that utilize non-Gaussianity of the original signals, and (B) algorithms that are based on
differences in time correlation functions of the signals. Several case study examples will be presented to shown how these algorithms can be used for elimination of artifact of different kind in Electroencephalograms, or for separation of epileptic activity (if it is present).
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