A cornice is the finished edge of the roof where it meets the exterior wall, of varying sizes, sometime plain, but often decorative and marked by brackets, dentils, medallions or some other decorative feature.
Source
http://www.portal.state.pa.us/portal/server.pt/community/architectural_field_guide/2370/dictionary_of_architectural_terms/445407