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Removal of ocular artefacts from electroencephalograms using singular spectrum analysis

Teixeira, A. R. ; Tomé, A. M. ; Lang, Elmar ; Gruber, Peter ; Martins da Silva, A. Fonseca, José , eds.



Abstract

In this work we will present a method based on singular spectrum analysis (SSA) to remove ocular artifacts from an Electroencephalogram (EEG). After embedding the EEG signals in a feature space of time- delayed coordinates, the principal directions are computed. Using the projections of the embedded signals onto the eigenvectors corresponding to the largest eigenvalues, the Electrooculogram ...

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