If you want to check the memory, go here:
http://www.memtest.org/
Download the pre-compiled bootable ISO and burn it with Nero or similar, then boot off the CD and leave it for a while (an hour or more). If it comes up with errors then the memory is having issues.
Given that your machine doesn't seem to be 100% reliable at the moment, I'd download and burn it on another PC.