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dc.contributor.authorEroğlu, Kübraen_US
dc.contributor.authorKayıkçıoğlu, Temelen_US
dc.contributor.authorOsman, Onuren_US
dc.date.accessioned2020-06-03T09:38:23Z
dc.date.available2020-06-03T09:38:23Z
dc.date.issued2020en_US
dc.identifier.citationEroglu, K., Kayikcioglu, T., & Osman, O. (2020). Effect of brightness of visual stimuli on EEG signals. Behavioural Brain Research, 382, 16. doi:10.1016/j.bbr.2020.112486en_US
dc.identifier.issn0166-4328
dc.identifier.issn1872-7549
dc.identifier.urihttp://dx.doi.org/10.1016/j.bbr.2020.112486
dc.identifier.urihttps://hdl.handle.net/20.500.12294/2469
dc.description.abstractThe aim of this study was to examine brightness effect, which is the perceptual property of visual stimuli, on brain responses obtained during visual processing of these stimuli. For this purpose, brain responses of the brain to changes in brightness were explored comparatively using different emotional images (pleasant, unpleasant and neutral) with different luminance levels. In the study, electroencephalography recordings from 12 different electrode sites of 31 healthy participants were used. The power spectra obtained from the analysis of the recordings using short time Fourier transform were analyzed, and a statistical analysis was performed on features extracted from these power spectra. Statistical findings were compared with those obtained from behavioral data. The results showed that the brightness of visual stimuli affected the power of brain responses depending on frequency, time and location. According to the statistically verified findings, the increase in the brightness of pleasant and neutral images increased the average power of responses in the parietal and occipital regions whereas the increase in the brightness of unpleasant images decreased the average power of responses in these regions. Moreover, the statistical results obtained for unpleasant images were found to be in accordance with the behavioral data. The results revealed that the brightness of visual stimuli could be represented by changing the activity power of the brain cortex. The findings emphasized that the brightness of visual stimuli should be viewed as an important parameter in studies using emotional image techniques such as image classification, emotion evaluation and neuro-marketing.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.ispartofBehavioural Brain Researchen_US
dc.identifier.doi10.1016/j.bbr.2020.112486en_US
dc.identifier.doi10.1016/j.bbr.2020.112486
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEEGen_US
dc.subjectLuminanceen_US
dc.subjectBrightnessen_US
dc.subjectIAPSen_US
dc.subjectSTFTen_US
dc.subjectFeature Extractionen_US
dc.subjectVisual Processingen_US
dc.subjectEmotionen_US
dc.titleEffect of brightness of visual stimuli on EEG signalsen_US
dc.typearticleen_US
dc.departmentMühendislik ve Mimarlık Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.authorid0000-0001-5098-8924en_US
dc.authorid0000-0001-7675-7999en_US
dc.identifier.volume382en_US
dc.identifier.startpage1en_US
dc.identifier.endpage16en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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