The project Demobase — Gridded Mapping started in 2010. The aim of the project is to develop methods for creating high-resolution gridded population maps, based on a combination of census data and satellite image analysis.

The gridded population data can be downloaded from here.
More info on dasymetric mapping method used can be found here.
The orginal source: U.S. Census Bureau.