That's exactly what I did as well! I used a v. small bulb from a dashboard light (5w) and an old battery charger, left the stuff in the tank for a few days and have had a lot of success with the method. Another benefit is that it seems to unsieze rusted nuts and bolts, I had some mud flap brackets with M5 studs on them which just snapped off when I tried to remove the nuts. After a bit of electrolysis they undid without problems.
There's a good explanation of how it works http://myweb.tiscali.co.uk/andyspatch/rust.htm