Fig. 2: Depiction of the processing steps in some commonly used EEG analysis pipelines.

Green boxes indicate the start of the pipeline, and red boxes indicate the end of the pipeline. Boston EEG Automated Processing Pipeline (BEAPP) is used as a reference pipeline because it is the most comprehensive in terms of processing steps used. APP, Automatic Pre-processing Pipeline; BEAPP, Boston EEG Automated Processing Pipeline; FASTER, Fully Automated Statistical Thresholding for EEG artifact Rejection; HAPPE, Harvard Automated Processing Pipeline for Electroencephalography; HAPPILEE, HAPPE in Low Electrode Electroencephalography; ICA, Independent Component Analysis.