Literature DB >> 15311822

Is it positive or negative? on determining ERP components.

Peter beim Graben1, Stefan Frisch.   

Abstract

In most experiments using event-related brain potentials (ERPs), there is a straightforward way to define--on theoretical grounds-which of the conditions tested is the experimental condition and which is the control condition. If, however, theoretical assumptions do not give sufficient and unambiguous information to decide this question, then the interpretation of an ERP effect becomes difficult, especially if one takes into account that certain effects can be both a positivity or a negativity on the basis of the morphology of the pattern as well as with respect to peak latency (regard for example, N400 and P345). Exemplified with an ERP experiment on language processing, we present such a critical case and offer a possible solution on the basis of nonlinear data analysis. We show that a generalized polarity histogram, the word statistics of symbolic dynamics, is in principle able to distinguish negative going ERP components from positive ones when an appropriate encoding strategy, the half wave encoding is employed. We propose statistical criteria which allow to determine ERP components on purely methodological grounds.

Mesh:

Year:  2004        PMID: 15311822     DOI: 10.1109/TBME.2004.827558

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  3 in total

1.  Towards dynamical system models of language-related brain potentials.

Authors:  Peter Beim Graben; Sabrina Gerth; Shravan Vasishth
Journal:  Cogn Neurodyn       Date:  2008-04-29       Impact factor: 5.082

2.  Order patterns recurrence plots in the analysis of ERP data.

Authors:  Stefan Schinkel; Norbert Marwan; Jürgen Kurths
Journal:  Cogn Neurodyn       Date:  2007-07-31       Impact factor: 5.082

3.  Detecting event-related recurrences by symbolic analysis: applications to human language processing.

Authors:  Peter Beim Graben; Axel Hutt
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2015-02-13       Impact factor: 4.226

  3 in total

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