You see this is always the tricky question, there is no way of knowing which one it is without being able to test it.
Personally it sounds more like a motherboard problem to me, but if you were gonna go out and purchase another motherboard I would recommend that you buy it as a bundle with a
CPU.
This way you can be certain that both the board and
CPU are compatible and sometimes it doesn't make a huge price difference.