Well, since this was posted in Science Memes, I'll be so pedantic that science does not support the idea of travelling back in time.

It does support travelling forwards in time, at various speeds, but you'll constantly be aware of where you are (even if one method involves travelling really fast and therefore may still leave you in empty space).