Code to reproduce analyses from [Luyckx et al., 2020, Cerebral Cortex] and experiment files.

Structure:

• Analysis

  • Before running analyses, change the path names in 'Load_vars'

  • Fig*: reproduces the mentioned figure

  • Preprocessing_pipeline_*: pipelines to preprocess raw EEG data

  • Other auxiliary files

  • Requires:

    • eeglab (https://sccn.ucsd.edu/eeglab/index.php)
    • Fieldtrip for time-frequency transformations (http://www.fieldtriptoolbox.org/)

• Data

  • Relevant data folders can be downloaded from XXXXX
  • Contains other empty folders where newly generated data is stored

• Experiments

  • Runner.m runs the experiment
  • Requires:
    • Psychtoolbox-3

• Functions

  • cbrewer: extra color maps (https://uk.mathworks.com/matlabcentral/fileexchange/34087-cbrewer-colorbrewer-schemes-for-matlab)
  • EEG_preproc: functions to perform preprocessing
  • mtimesx_20110223: function to speed up matrix multiplication (highly recommended when running regression on EEG)
  • hbcl_plugin: toolbox to plot better looking scalp plots (http://education.msu.edu/kin/hbcl/software.html)
  • myfunctions: personally written auxiliary functions
  • thirdparty: other functions necessary to run analyses