Cleveland is signing Pierce to the practice squad Tuesday, Aaron Wilson of Sportstalk 790 Houston reports.
Pierce joins a Browns team that was forced to operate without Kareem Hunt (ankle) during Monday's loss to the Steelers. Though he spent most of the season on Chicago's practice squad, Pierce only suited up for one contest, Week 6 against Green Bay.