You should try to reseat everything if possible. Even a dislodged graphics card can cause this symptom.
Also, before Windows load, keep pressing F8, and go to "Disable Automatic Restart when error" something like that (if it says Enable... it's already disabled). If you have it on, bluescreen errors can lead to restart of PC so quickly you won't even know it's a Windows bluescreen of death (BSOD).