This problem is happening to me as well! Sometimes with no error message!
My mac is
Processor 2.6 GHz Intel Core i7
Memory 16 GB 1600 MHz DDR3
Graphics NVIDIA GeForce GT 650M 1024 MB
Software Mac OS X Lion 10.7.5 (11G63)
I too would love help in understanding how to end this!