A Case Study on Auditory Brain Activations Relative to Musical Experience by Means of EEG Complexity Levels

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dc.contributor.authorAydin, Serap
dc.contributor.authorGuducu, Cagdas
dc.contributor.authorKutluk, Firat
dc.contributor.authorOzgoren, Adile Oniz
dc.contributor.authorOzgoren, Murat
dc.date.accessioned2024-03-13T10:30:19Z
dc.date.available2024-03-13T10:30:19Z
dc.date.issued2018
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEYen_US
dc.description.abstractIn this pre-work, entropy estimation methods have been firstly applied to single trial auditory oscillations mediated by tonal (non-target) and atonal (target) chords in order to show functional superior performance of musicians in auditory tasks. For this purpose, both embedding and probabilistic as well as wavelet entropy methods are compared to each other with respect to classification performance criteria in tests where two groups (5 musicians and 5 non-musicians) are classified by using 10-fold cross validated Support Vector Machine Classifiers for both target and non-target records. An embedding entropy so called Permutation Entropy provided the highest classification accuracies (99.96% for target records, 99.29% for non-target records) with respect to specified features extracted from 22 electrode locations near to auditory cortex (P7, TP7, T7, FT7, F7, AF7, AF8, F8, FT8, T8, TP8, P8, P5, CP5, C5, FC5, F5, F6, FC6, C6, CP6, P6). In conclusion, musical training enhances the neural encoding of sound and this performance can be quantified in terms of entropy values. In detail, the degree of EEG complexity increases depending on the existing of musical experience in auditory tasks.en_US
dc.description.sponsorshipIEEE,Huawei,Aselsan,NETAS,IEEE Turkey Sect,IEEE Signal Proc Soc,IEEE Commun Soc,ViSRATEK,Adresgezgini,Rohde & Schwarz,Integrated Syst & Syst Design,Atilim Univ,Havelsan,Izmir Katip Celebi Univen_US
dc.identifier.isbn978-1-5386-1501-0
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-85050804975
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/20.500.12662/3275
dc.identifier.wosWOS:000511448500380
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2018 26th Signal Processing And Communications Applications Conference (Siu)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMusicen_US
dc.subjectchorden_US
dc.subjectentropyen_US
dc.subjectauditoryen_US
dc.subjectbrainen_US
dc.titleA Case Study on Auditory Brain Activations Relative to Musical Experience by Means of EEG Complexity Levelsen_US
dc.typeConference Objecten_US

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