There's 2 Nogueira brothers... and they're twins.

Antonio Rodrigo Nogueira is referred to as "Big Nog". He's the UFC heavyweight champ right now.
Antonio Rogerio Nogueira is referred to as "Little Nog". He recently fought Vernon White at the Affliction: Banned event.