You can bond a rubber with rubber by the help of rubber cement. Apply rubber cement to both sides of the rubber and let it dry after that press the rubbers together.
Or heat both the rubbers (for few seconds) and then press the rubbers together.
Or heat both the rubbers (for few seconds) and then press the rubbers together.