Disclosed are systems and methods for reducing artifacts in neural activity readings. Electrical readings may be acquired using EEG electrodes secured to a subject. A high-pass or band-pass filter may be applied to the electrical readings to favor frequencies more associated with neurogenic potentials as opposed to myogenic potentials. Independent component analysis (ICA) may be applied to the filtered electrical readings. Selected components in each iteration may be pruned to produce reduced-artifact electrical readings, and the reduced-artifact electrical readings may be presented for further review and analysis.
SYSTEMS AND METHODS FOR ARTIFACT REDUCTION IN RECORDINGS OF NEURAL ACTIVITY