That switch on the front is probably a momentary close action switch, i.e it's only closed when you are pressing the button. You need to keep the green and black connected to keep a ATX psu going, so that is probably the reason the psu blips on then off. Different switch required (and a temporary test with the green and black connected to ensure everything else is working).
