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Sounds like it may be a bit more serious. If you have checked all of the connections, make sure that your motherboard isn't "shorting" (connecting)with your PC case. Also, check all of your cards (PCI/AGP), memory and processor are all seated correctly. Check that your
CPU fan is spinning. Also, go into the bios and check you temperatures are not excessively high.