After playing football at Colorado for his freshman (2002) and sophomore (2003) years, Calhoun decided to return home and attend the University of Wisconsin-Madison.
In the 2003 season, Calhoun took over for an injured Bobby Purify and carried the ball 195 times for 810 yards and 5 touchdowns.