Scalar Score and Suppression of Artifacts in EEG

Authors: Zdeněk Fabián
Publication year: 2011
Publication type: Kapitola v monografii
Periodical: Reliability of Driver Car Interactions
Projects: Analysis of negative impacts on driver attention
Bibliographic citation: FABIÁN, Zdeněk. Scalar Score and Suppression of Artifacts in EEG. In: NOVÁK, M., ed. Reliability of Driver Car Interactions. Praha: Ústav informatiky AV ČR, v. v. i. a ČVUT, Fakulta dopravní, 2011, S. 69-79. Edice monografií NNW, 9. ISBN 978-80-87136-12-6.
ID: 372951

Abstract

Based on the concept of scalar score of probability distribution, we introduce concept of scalar score of time series and suggest to characterize non-Gaussian time series, particularly EEG signals with artifacts, by the spectral density of its scalar score. Some results of simulation experiments are given.