Just called the Tracon, they told me, as you guys said, call them up (by phone) an hour prior to the flight, and contact them after takeoff.
FAR 91.413 says that "No persons may use an ATC transponder that is specified in 91.215(a), 121.345(c), or §135.143(c) of this chapter unless, within...