Over here, we trap cats exactly the way AbbyMom describes, and I'm afraid I can't think of a better way, other than getting some fresh cod or yummy shrimps... oh, or raw liver!! Of course, it doesn't help if your neighbor keeps feeding. To get a smart kitty inside a trap, he needs to be hungry!

Medusa's idea sounds worth a try!

Good luck!