Atkinson was waived by the Browns on Friday, Cleveland.com reports.
The 24-year-old failed to make much of an impact in 16 games with the team last season. He tallied 34 yards, one touchdown and one fumble on seven carries. He figured to play a role in the kick return game if he made the final roster, but he will now look for a new landing spot.