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dc.contributor.authorMert, Ahmet
dc.contributor.authorAkan, Aydın
dc.date.accessioned2021-06-05T19:57:00Z
dc.date.available2021-06-05T19:57:00Z
dc.date.issued2013
dc.identifier.isbn978-1-4673-5563-6
dc.identifier.isbn978-1-4673-5562-9
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/20.500.12960/417
dc.description0000-0001-8894-5794en_US
dc.description0000-0003-4236-3646en_US
dc.descriptionWOS:000325005300039en_US
dc.description.abstractEmpirical mode decomposition has been recently proposed to analyze non-stationary signals. It decomposes the signal into intrinsic mode functions (IMF) which are derived from the signal itself. However, it is still an unknown issue which IMF involves more information of the signal. In this study, single channel EEG signals from normal and epileptic recordings are analyzed. Hence, mutual information is computed between the autocorrelation function (ACF) of a reference and a given EEG's first IMF. The proposed method is applied to two different datasets to show its classification capability of normal and epileptic EEG signals.en_US
dc.language.isoturen_US
dc.publisherIEEEen_US
dc.relation.ispartof2013 21St Signal Processing and Communications Applications Conference (Siu)en_US
dc.relation.ispartof21st Signal Processing and Communications Applications Conference (SIU) -- APR 24-26, 2013 -- CYPRUSen_US
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEmpirical Mode Decompositionen_US
dc.subjectEpileptic Eeg Analysisen_US
dc.subjectMutual İnformationen_US
dc.titleAnalysis of EEG Signals by Emprical Mode Decomposition and Mutual Informationen_US
dc.typeconferenceObjecten_US
dc.departmentMühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.department-temp[Mert, Ahmet] Piri Reis Univ, Gemi Makinalari Isletme Muhendisligi Bolumu, Istanbul, Turkey; [Akan, Aydin] Istanbul Univ, Elekt Elekt Muhendisligi Bolumu, Istanbul, Turkeyen_US
dc.contributor.institutionauthorMert, Ahmet
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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