An improved algorithm for model-based analysis of evoked skin conductance responses

•We improve predictive validity of a general linear convolution method to analyse evoked SCR.•A constrained individual response function provides highest predictive validity.•This IRF is realised by a canonical SCRF together with its time derivative.•A high pass filter of 0.05Hz cut-off frequency is...

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Vydáno v:	Biological psychology Ročník 94; číslo 3; s. 490 - 497
Hlavní autoři:	Bach, Dominik R., Friston, Karl J., Dolan, Raymond J.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Amsterdam Elsevier B.V 01.12.2013 Elsevier Elsevier Science B.V
Témata:	Algorithms Behavioral psychophysiology Biological and medical sciences Electrodermal activity (EDA) Emotions - physiology Fundamental and applied biological sciences. Psychology Galvanic skin response (GSR) Galvanic Skin Response - physiology General linear convolution model (GLM) Generative model Humans Model inversion Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Psychophysiology Skin conductance responses (SCR) Software General linear convolution model (GLM) Model inversion Galvanic skin response (GSR) Electrodermal activity (EDA) Skin conductance responses (SCR) Generative model Electrodermography Activity Inversion Algorithm Linear model Electrical conductance Skin
ISSN:	0301-0511, 1873-6246, 1873-6246
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