Literature DB >> 21342204

The M100 component of evoked magnetic fields differs by scaling factors: implications for signal averaging.

Norman Zacharias1, Cezary Sielużycki, Wojciech Kordecki, Reinhard König, Peter Heil.   

Abstract

MEG and EEG studies of event-related responses often involve comparisons of grand averages, requiring homogeneity of the variances. Here, we examine the possibility, implied by the nature of neural sources and the measuring principles involved, that the M100 component of auditory-evoked magnetic fields of different subjects, hemispheres, to different stimuli, and at different sensors differs by scaling factors. Such a multiplicative model predicts a linear increase in the standard deviation with the mean, and thus would have important implications for averaging and comparing such data. Our analyses, at the sensor and the source level, clearly show that the multiplicative model applies. We therefore propose geometric, rather than arithmetic, averaging of the M100 component across subjects and suggest a novel and superior normalization procedure. Our results question the justification of the common practice of subtracting arithmetic grand averages.
Copyright © 2011 Society for Psychophysiological Research.

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Year:  2011        PMID: 21342204     DOI: 10.1111/j.1469-8986.2011.01183.x

Source DB:  PubMed          Journal:  Psychophysiology        ISSN: 0048-5772            Impact factor:   4.016


  5 in total

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Journal:  J Comp Physiol A Neuroethol Sens Neural Behav Physiol       Date:  2013-01-22       Impact factor: 1.836

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Authors:  Ying Huang; Artur Matysiak; Peter Heil; Reinhard König; Michael Brosch
Journal:  Elife       Date:  2016-07-20       Impact factor: 8.140

3.  Ketamine effects on default mode network activity and vigilance: A randomized, placebo-controlled crossover simultaneous fMRI/EEG study.

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Journal:  Hum Brain Mapp       Date:  2019-09-18       Impact factor: 5.038

4.  Explaining event-related fields by a mechanistic model encapsulating the anatomical structure of auditory cortex.

Authors:  Aida Hajizadeh; Artur Matysiak; Patrick J C May; Reinhard König
Journal:  Biol Cybern       Date:  2019-02-28       Impact factor: 2.086

5.  Maximum-likelihood estimation of channel-dependent trial-to-trial variability of auditory evoked brain responses in MEG.

Authors:  Cezary Sielużycki; Paweł Kordowski
Journal:  Biomed Eng Online       Date:  2014-06-16       Impact factor: 2.819

  5 in total

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