We introduce a weighted spectrum 𝕊pec R for a commutative von Neumann regular ring R, consisting of the ordinary spectrum together with the stalks of the Pierce sheaf. Then 𝕊pec R is a weighted Stone space, and 𝕊pec is a faithful functor which reflects isomorphisms. We give a criterion for a weighted Stone space to be of the form 𝕊pec R. Conversely, we exhibit a class of regular rings for which 𝕊pec is fully faithful, and which thus are determined by their weighted spectrum.