I am also running win7 64 bit with comparable specs, but i have not encountered that issue with my current machine. The random closing with no error message reminds me of an issue i had in the past with one of my boxes, it turned out the cause was the CPU was overheating because the inside of my box got a significant layer of dust in it and was interfering with airflow(stupid dusty dorm rooms).
