http://www.state.nj.us/mvc/Vehicle/Motorcycles.htm
Use of motorcycles in state parks
ATV's and off-road (unregistered) motorcycles are prohibited in all New Jersey state parks and forests. There are no exceptions.
There are some parts of Lebanon, Bass River, and Brendan T. Byrne State Forest in South Jersey where you may be able to operate a motorcycle.