If you are having a hard lockup (see if you can ssh to the core when it freezes), then its most definitely a hardware issue
If you appear to be hard locked, but can still SSH in, then it might be something with your configuration.
This is something I have to start troubleshooting as well, my mythTV freezes without fail within 4-5 hours of use (often even sooner).