It's basically just badly rendered -- they have removed all depth clues (lighting obviously, but they've also used flat projection instead of perspective). Your brain fills it in by basically picking which side is in front. That in turn determines the direction you see it rotating.

It's completely random, and has nothing to do with left or right brain dominance; it's even easy to force it to switch to the other direction.