You are not alone. My Galaxy Note has been doing this forever. It usually starts after I take a picture. What I have to do it hit the screen and it shuts off. Not sure if that helps you at all. Thankfully it hasn't happened to my Note 10.1.... yet.
I have been searching on the Internet about...