I wouldn't say normal, I'm sure Nintendo didn't make the Wii and say lets make it crash sometimes so no it isn't normal but at the end of the day its a computer.
Crashing can sometimes occur if it looses the internet connection or something and it will freeze on the screen because it is still trying to download although it cant