i don't think it's a synth. i've seen them play that song a few times, and there was never a synth present. it could be him playing a sound from his ipod (he has one on his pedalboard) through his whammy through delay through who knows how many types of distortion.
edit: here are some shots of his pedalboards from their 2005 tour.

ipod on the right.