Teixeira, A. R., Tomé, A. M., Lang, Elmar, Gruber, Peter and Martins da Silva, A. (2005) Removal of ocular artefacts from electroencephalograms using singular spectrum analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon, pp. 24-29. ISBN 0863415202, 9780863415203.
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Other URL: http://www.uninova.pt/cimed2005/
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 ...
Export bibliographical data
| Item type: | Book section |
|---|---|
| Date: | 2005 |
| Institutions: | Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang |
| Projects: | BMBF Projekt ModKog |
| Dewey Decimal Classification: | 500 Science > 530 Physics 500 Science > 570 Life sciences |
| Status: | Published |
| Refereed: | Yes, this version has been refereed |
| Created at the University of Regensburg: | Yes |
| Item ID: | 1637 |
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