You got it backward, bud! Motorized bicycles are the only TRUE MoPeds. MoPeds are Motor / Peddle driven. What are typically sold as mopeds are imposters, because you cant peddle them!!
Yes MoPeds should be allowed on bike trails, in fact they are, but only under human power. Just cut your engine or get on the street. (unless there's nobody in sight)