Johnson made the Browns' 53-man roster, Nate Ulrich of the Akron Beacon Journal reports.
Johnson slots in at third on the depth chart behind Nick Chubb and Kareem Hunt. He beat out Dontrell Hilliard, who could return as a member of the practice squad. Johnson also has experience as a kick returner. He had four carries and seven targets in 16 games last season.