Time-series analysis for rapid event-related skin conductance responses

被引:144
作者
Bach, Dominik R. [1 ]
Flandin, Guillaume [1 ]
Friston, Karl J. [1 ]
Dolan, Raymond J. [1 ]
机构
[1] UCL, Wellcome Trust Ctr Neuroimaging, London WC1N 3BG, England
基金
英国惠康基金;
关键词
Skin conductance; SCR; Galvanic skin response; GSR; Electrodermal activity; EDA; Convolution; Deconvolution; General linear model; Linear time invariant filter; INTERSTIMULUS-INTERVAL PARADIGM; SWEAT GLANDS;
D O I
10.1016/j.jneumeth.2009.08.005
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Event-related skin conductance responses (SCRs) are traditionally analysed by comparing the amplitude of individual peaks against a pre-stimulus baseline. Many experimental manipulations in cognitive neuroscience dictate paradigms with short inter trial intervals, precluding accurate baseline estimation for SCR measurements. Here, we present a novel and general approach to SCR analysis, derived from methods used in neuroimaging that estimate responses using a linear convolution model. In effect, the method obviates peak-scoring and makes use of the full SCR. We demonstrate, across three experiments, that the method has face validity in analysing reactions to a loud white noise and emotional pictures, can be generalised to paradigms where the shape of the response function is unknown and can account for parametric trial-by-trial effects. We suggest our approach provides greater flexibility in analysing SCRs than existing methods. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:224 / 234
页数:11
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