Well . . . here is my 2 cents:
Do you have a spare Power Supply ?
I would advice you to try another one, because this seems pretty much a power problem to me.
Even so because it's intermitent.
A more detailed system specs would help us too, in giving you more precise advices.
Regards,
Marcelo.