LIMO EEG: a toolbox for hierarchical LInear MOdeling of ElectroEncephaloGraphic data

Cyril R Pernet, Nicolas Chauveau, Carl Gaspar, Guillaume A Rousselet

Research output: Contribution to journalArticlepeer-review

Abstract

Magnetic- and electric-evoked brain responses have traditionally been analyzed by comparing the peaks or mean amplitudes of signals from selected channels and averaged across trials. More recently, tools have been developed to investigate single trial response variability (e.g., EEGLAB) and to test differences between averaged evoked responses over the entire scalp and time dimensions (e.g., SPM, Fieldtrip). LIMO EEG is a Matlab toolbox (EEGLAB compatible) to analyse evoked responses over all space and time dimensions, while accounting for single trial variability using a simple hierarchical linear modelling of the data. In addition, LIMO EEG provides robust parametric tests, therefore providing a new and complementary tool in the analysis of neural evoked responses.
Original languageEnglish
Pages (from-to)831409
JournalComputational intelligence and neuroscience
Volume2011
DOIs
Publication statusPublished - 2011

Keywords

  • Brain
  • Electroencephalography
  • Evoked Potentials
  • Humans
  • Linear Models
  • Signal Processing, Computer-Assisted
  • Software

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