Oracle Upper Bounds on Clean-EEG Recoverability from Single-Channel Decompositions Under EOG/EMG ContaminationBy Usman Qamar Shaikh, Anubha Manju Kalra, Andrew Lowe, Imran Khan Niazi | 2026
Multi-Head Noise Regression for Single-Channel EEG: Estimating Ocular and Muscle Contamination to Guide Artifact RemovalBy Usman Qamar Shaikh, Anubha Manju Kalra, Andrew Lowe, Imran Khan Niazi | 2026