Every level:
Go to stage select, hold up on controller 2's D-pad while pressing Start, Select, Select, Square on controller one.

Infinite ammo:
Pause the game and press R1, Circle, L1, Square, Circle, R1, Right, Right, Circle, Right.

Special thanks to Revolution readers Momthra, Gill Linley and Damion!