Valid biomarkers of motor system function after stroke would assist with tailoring and optimisation of treatment. Wu et al. show that EEG measures of motor cortical connectivity – particularly between ipsilesional M1 and ipsilesional frontal-premotor regions – correlate strongly with motor deficits and their improvement over the course of intensive therapy.