I have a 64 gb Surface RT. it randomly shuts down. On initial look like it looks like the screen has timed out, however on trying to wake up the device, it is actually restarting. it has happened around 3 times for me in the last couple of weeks. At that time, the keyboard was not connected. Has anyone noticed this?