Inferring Causality in Aperiodic and Periodic Components of Brain and Cardiac Dynamics.
Background: Aperiodic $1/f-$like neural activity is thought to reflect fundamental properties of population-level excitation-inhibition balance, yet no existing framework provides directional causal inference between this component and neuroautonomic dynamics. Current brain-heart models also lack formulations account...