Basically, you start with a pool of 32 teams. You pick one/week to win (and bonus points based on the difference in points). If you pick wrong, you're out, pick right, you advance. You can only use a team once though. Goes until there's only one fan standing.
They usually reset and do another during the playoffs as well.