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Reaction-time binning: A simple method for increasing the resolving power of ERP averages

Poli, R and Cinel, C and Citi, L and Sepulveda, F (2010) 'Reaction-time binning: A simple method for increasing the resolving power of ERP averages.' Psychophysiology, 47 (3). 467 - 485. ISSN 0048-5772

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Abstract

Stimulus-locked, response-locked, and ERP-locked averaging are effective methods for reducing artifacts in ERP analysis. However, they suffer from a magnifying-glass effect: they increase the resolution of specific ERPs at the cost of blurring other ERPs. Here we propose an extremely simple technique - binning trials based on response times and then averaging - which can significantly alleviate the problems of other averaging methods. We have empirically evaluated the technique in an experiment where the task requires detecting a target in the presence of distractors. We have also studied the signal-to-noise ratio and the resolving power of averages with and without binning. Results indicate that the method produces clearer representations of ERPs than either stimulus-locked and response-locked averaging, revealing finer details of ERPs and helping in the evaluation of the amplitude and latency of ERP waves. The method is applicable to within-subject and between-subject averages. © 2010 Society for Psychophysiological Research.

Item Type: Article
Subjects: B Philosophy. Psychology. Religion > BF Psychology
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Jim Jamieson
Date Deposited: 11 Feb 2013 14:01
Last Modified: 05 Feb 2019 17:15
URI: http://repository.essex.ac.uk/id/eprint/5482

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