To power up it well with ATX you need a trick :
put a wire between the green cable and a black one.
Its not needed if you put a bridge on the empty PIC socket. There are two ways like shown on the pictures.
1. to turn on/off the PSU by using its own switch (most psu have a switch on the back)
2. to turn on/off the PSU by using the switch on the tower