It happened around 5:30 Saturday morning at the intersection of Roosevelt Boulevard and Smylie Road.
Officials say the officer - who was on his way to work - lost control of his bike, causing him to fall forward. He was wearing a helmet at the time of the crash.
The officer was taken to Albert Einstein Hospital for minor injuries and was later released.
Other police officers were called to the scene to search for his weapon - which fell during the crash.