Detection of directional eye movements based on the electrooculogram signals through an artificial neural network

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dc.authoridOrak, Ilhami Muharrem/0000-0002-7219-4209
dc.contributor.authorErkaymaz, Hande
dc.contributor.authorOzer, Mahmut
dc.contributor.authorOrak, Ilhami Muharrem
dc.date.accessioned2024-09-29T15:55:07Z
dc.date.available2024-09-29T15:55:07Z
dc.date.issued2015
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThe electrooculogram signals are very important at extracting information about detection of directional eye movements. Therefore, in this study, we propose a new intelligent detection model involving an artificial neural network for the eye movements based on the electrooculogram signals. In addition to conventional eye movements, our model also involves the detection of tic and blinking of an eye. We extract only two features from the electrooculogram signals, and use them as inputs for a feed-forwarded artificial neural network. We develop a new approach to compute these two features, which we call it as a movement range. The results suggest that the proposed model have a potential to become a new tool to determine the directional eye movements accurately. (C) 2015 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.chaos.2015.05.033
dc.identifier.endpage229en_US
dc.identifier.issn0960-0779
dc.identifier.issn1873-2887
dc.identifier.scopus2-s2.0-84935919923en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage225en_US
dc.identifier.urihttps://doi.org/10.1016/j.chaos.2015.05.033
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4483
dc.identifier.volume77en_US
dc.identifier.wosWOS:000358970500023en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofChaos Solitons & Fractalsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectElectrooculogramen_US
dc.subjectArtificial neural networken_US
dc.subjectEye movementsen_US
dc.subjectSystem modelingen_US
dc.subjectMovement rangeen_US
dc.titleDetection of directional eye movements based on the electrooculogram signals through an artificial neural networken_US
dc.typeArticleen_US

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