This could be a number of reasons. Your chip could be overheating is my first guess. Virus COULD be another reason. Another guess would be conflicting hardware but unless you've installed something recently you could rule out that option.

How long has the computer been running before it restarts?

And make sure EVERYTHING is plugged in snugly in the back and that there is NOTHING in the way of the fans that cool off the inside