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Measuring consciousness: task accuracy and awareness as sigmoid functions of stimulus duration
Authors:Sandberg Kristian  Bibby Bo Martin  Timmermans Bert  Cleeremans Axel  Overgaard Morten
Affiliation:aCognitive Neuroscience Research Unit, Hammel Neurorehabilitation and Research Center, Aarhus University, Voldbyvej 15, Hammel, Denmark;bDepartment of Biostatistics, Aarhus University, Aarhus, Denmark;cDepartment of Psychiatry, Neuroimaging, University Hospital of Cologne, Cologne, Germany;dConsciousness, Cognition, & Computation Group, Université Libre de Bruxelles, Brussels, Belgium;eCognitive Neuroscience Research Unit, Department of Communication and Psychology, Aalborg University, Denmark
Abstract:When consciousness is examined using subjective ratings, the extent to which processing is conscious or unconscious is often estimated by calculating task performance at the subjective threshold or by calculating the correlation between accuracy and awareness. However, both these methods have certain limitations. In the present article, we propose describing task accuracy and awareness as functions of stimulus intensity (thus obtaining an accuracy and an awareness curve) as suggested by Koch and Preuschoff (2007). The estimated lag between the curves describes how much stimulus intensity must increase for awareness to change proportionally as much as accuracy and the slopes of the curves are used to assess how fast accuracy and awareness increases and whether awareness is dichotomous. The method is successfully employed to assess consciousness characteristics on data from four different awareness scales.
Keywords:Consciousness   Awareness   Vision   Masking   Unconscious   Subliminal   Regression
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