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GA_inspect.m
README.md
add_filedtrip_path.m
check_ICA_components.m
compute_ERP_avg.m
config_sample.m
epoch_data.m
filter_epoched_data.m
get_channel_label.m
grand_average.m
initialize_participant_cfg.m
my_filter.m
my_trialfun.m
pipeline_ICA.m
pipeline_afterICA.m
read_proc_notes.m
reject_artifacts.m
reject_artifacts_manual.m
repair_bad_channels.m
reref.m
result1.mat
run_pipeline.m
statistics_ERP.m
test.m
test.mat
visual_inspect_data.m
visual_inspect_data2.m

README.md

EEG analysis pipeline

This repo contains a pipeline for:

  1. Preprocessing
  2. Statistical analysis

of ERP data. The pipeline is implemented in MATLAB and depends on the freely available EEGLab for preprocessing and Fieldtrip for statistical analysis.

Pre-processing

  1. Re-referencing
  2. Epoching
  3. Removing bad epochs
  4. Baseline removal
  5. Bandpass filtering
  6. Semi-automatic artifact removal (signal reconstruction) using ICA

Statistical Analysis

  1. Grand average of epochs
  2. Non-parametric statistical testing