Table 1.

A comprehensive summary of the findings from the review.

Physical activity-based EEG studies
Category of activity	Number of recording electrodes used	Data collection and processing method	Artifact correction method
• Muscular activity with less mobility • Physical activity with cognition • Miscellaneous physical activities	2 to 264	• EEG-EMG coherence • n:m coherence • CMC • MRCP • MRP • ERP • ERD/ERS • ERSP • sLORETA • LORETA • PAF • PSD • Time-frequency analysis • Time-frequency decomposition • SDTF • CNV • FAA • EEG asymmetry • Microstate analysis • Nonlinear analysis • Fuzzy Entropy • Brain functional network (BFN) • Hierarchical linear model (HLM) • Dynamic casual modeling (DCM) • Feature extraction • Source reconstruction • Alpha-beta ratio • Band amplitudes spectrum • Biphasic paroxysmal sharp waves (BPSW)	• Visual/manual inspection • Independent component analysis (ICA) • AMICA • DIPFIT • Channel/epochs/trials rejection • Bad channel interpolation • EOG correction • EMG-based correction • Spatial filter • Source minimization • Trend correction • Topographic interpolation • Semi-automatic artifact rejection