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Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties

Zervakis Michalis, Tsiknakis, Manolis, Giannakakis Georgios, Antonakakis Marios, Michelogiannis Sifis

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URIhttp://purl.tuc.gr/dl/dias/393CCBAF-ABD2-4840-BC25-1C0F8AD3EAC4-
Identifierhttps://doi.org/10.1109/BIBE.2013.6701594-
Identifierhttps://ieeexplore.ieee.org/document/6701594-
Languageen-
Extent5 pagesen
TitleSynchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficultiesen
CreatorZervakis Michalisen
CreatorΖερβακης Μιχαληςel
CreatorTsiknakis, Manolisen
CreatorGiannakakis Georgiosen
CreatorΓιαννακακης Γεωργιοςel
CreatorAntonakakis Mariosen
CreatorΑντωνακακης Μαριοςel
CreatorMichelogiannis Sifisen
CreatorMicheloyannis Sifisen
CreatorΜιχελογιάννης Σήφηςel
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryThe understanding of the mechanisms of human brain is a demanding issue for neuroscience research. Physiological studies acknowledge the usefulness of synchronization coupling in the study of dysfunctions associated with reading difficulties. Magnetoencephalogram (MEG) is a useful tool towards this direction having been assessed for its superior accuracy over other modalities. In this paper we consider synchronization features for identifying brain operations. Independent Component Analysis (ICA) is applied on MEG surface signals in controls and children with reading difficulties and are clustered to representative components. Then, coupling measures of mutual information and partial directed coherence are estimated in order to reveal dysfunction of cerebral networks and its related coordination.en
Type of ItemΣύντομη Δημοσίευση σε Συνέδριοel
Type of ItemConference Short Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-24-
Date of Publication2013-
SubjectNeuroscienceen
SubjectClinical laboratory techniciansen
SubjectMedical laboratory techniciansen
Subjectmedical technologistsen
Subjectclinical laboratory techniciansen
Subjectmedical laboratory techniciansen
SubjectSychronizationen
SubjectScalpen
SubjectSurfacesen
SubjectElectroencephalographyen
SubjectBrainen
SubjectCouplingsen
SubjectNickelen
Bibliographic CitationM. Antonakakis, G. Giannakakis, M.Tsiknakis, S. Micheloyannis and M. Zervakis, " Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties," in 13th IEEE International Conference on BioInformatics and BioEngineering, 2013, pp.1-5. doi:10.1109/BIBE.2013.6701594en

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