This same thing happens to me - my build constantly cycles between attempting a power up, just like the OP the computer resets after the fans come on briefly.
I figure its power supply rated, as when I power off the power supply with its on switch for a 15-20 secs, then turn it back on, the computer acan boot just fine.
I have a 700W CoolerMaster PS.