Title Fractional delay time embedding of EEG signals into high dimensional phase space /
Authors Damasevicius, R ; Martisius, I ; Jusas, V ; Birvinskas, D
DOI 10.5755/j01.eee.20.8.8441
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Is Part of Elektronika ir elektrotechnika.. Kaunas : KTU. 2014, Vol. 20, no. 8, p. 55-58.. ISSN 1392-1215. eISSN 2029-5731
Keywords [eng] adaptive classification ; delay time embedding ; phase space ; landmark signal ; EEG ; BCI
Abstract [eng] We propose a method for reconstruction of the high-dimensional phase space of the electroencephalography (EEG) signal. The method is based on the selection of positive trajectories from the phase space, distance-adaptive sampling of the negative trajectories from the phase space, classification of trajectories in the phase space, and reconstruction of a fuzzy state of the signal for classification of EEG signals.
Published Kaunas : KTU
Type Journal article
Language English
Publication date 2014
CC license CC license description