I think this will depend on where you live. In New York, there are 3 classes of mopeds. Unfortunately, DMV would not let me register mine as a moped, by only as a motorcycle.
In my state, bikes are registered by the frame year, reguardless of engine year. They have to have the equipment that was required at the time of manufacture, not what is required on a new machine.