Power supply? Or internal backup battery.
Try turning off the power supply and unplugging the machine. Then turning it on again.
My power supply won't reset immediately. Takes some time.
But your problem sounds more like a weak internal backup battery, usually a CR2032. Sometimes over time it will kick out enough power to get the BIOS into action.
Arf
