I'm not an expert but when I read you installed an 80 PLUS Bronze PSU in your computer I was a bit concerned. The system turning itself on like that also makes me believe that the power supply is the culprit. Look to install a GOLD PSU, they are pretty cheap.
EDIT: Also, make sure you have...