You could if your theory had so much as a hint of recollection on the part of humankind, let alone the capcity for direct observation. As it stands, you don't even have a case.
Say it loud and say it often, and the same people that believe in homeopathy and astrology will drift over to your tent. If I don't have a case, than neither do astronomers and physicists, who also depend on induction about a tiny franction of the universe they can touch to make sweeping generalizations about the known universe and its history. That's not bad company to be in.