Newborns might have weird eye movements during this early stage of their life, but there's nothing to be worried about unless other warning signs or symptoms accompany it. There might be instances when their eyes move rapidly or suddenly become still, which is normal.  But their eyes jump up and down or move erratically too much, then they might have nystagmus. It's when the eye's motor system isn't developing normally.