A general Bayesian treatment for MEG source reconstruction incorporating lead field uncertainty

► We show how to account for lead field uncertainty in the MEG inverse problem. ► Co-registration errors propagate through to the final current density estimate. ► It is possible to recover the location of the head based on MEG data alone.