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Characterization of evoked and induced activity in EEG and assessment of intertrial variability

Kostas Michalopoulos, Zervakis Michalis, Vasiliki Iordanidou, Konstantina S. Nikita, Giorgos Giannakakis

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URIhttp://purl.tuc.gr/dl/dias/452FCFD7-D473-4802-9CA1-2C5EC12FE002-
Identifierhttps://doi.org/10.1109/IWBE.2011.6079037-
Languageen-
Extent4 pagesen
TitleCharacterization of evoked and induced activity in EEG and assessment of intertrial variability en
CreatorKostas Michalopoulosen
CreatorZervakis Michalisen
CreatorΖερβακης Μιχαληςel
CreatorVasiliki Iordanidouen
CreatorKonstantina S. Nikitaen
CreatorGiorgos Giannakakisen
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryBrain response to an internal or external event, is composed by the superposition of evoked and induced oscillatory activity, which reflect different brain mechanisms involved. Identification of such activations could serve for diagnostic purposes and provide useful tools for brain computer interfaces through insight on the activation of different brain regions. In this paper we study several statistical measures that have been proposed for identifying the nature of the involved activations. All these measures are based on some mean of an appropriate signal attribute over trials in the time/ frequency domain and do not characterize the variability across trials. In order to quantify trial-to-trial variability we consider a measure based on entropy, characterizing the distribution of power across trials. The results indicate that brain activations can be characterized and differentiated by their behavior from trial to trial. en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-24-
Date of Publication2011-
SubjectClinical laboratory techniciansen
SubjectMedical laboratory techniciansen
Subjectmedical technologistsen
Subjectclinical laboratory techniciansen
Subjectmedical laboratory techniciansen
Bibliographic CitationK.Michalopoulos, V. Iordanidou, G. Giannakakis, K. S. Nikita, M. Zervakis ,"Characterization of evoked and induced activity in EEG and assessment of intertrial variability ," in 2011 10th Intern. Work. on Biomedical Eng. ,pp. 1-4. doi:10.1109/IWBE.2011.6079037en

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