Patterson is an unincorporated community in Buchanan County, Virginia, United States. Patterson is located on State Route 641 6.8 miles (10.9 km) east of Grundy. Patterson had a post office from September 11, 1936, to July 27, 1991.The Patterson post office was established in 1936. The community was named for the Patterson brothers.