Cooper, who took over the managers role at London Road following Darren Ferguson's departure in November, has had his contract terminated.
Cooper has failed to improve results during his short time at Posh, who are firmly rooted to the foot of the Championship table.
Posh won just one of 13 games under Cooper's management.