All Weapons
Press SELECT, L, RIGHT, B, L, R, LEFT. Then enter "weap" at the password screen.

Auto Ammo
Press SELECT, L, RIGHT, B, L, R, LEFT. Then enter "ammo" at the password screen.

Invincibility
Press SELECT, L, RIGHT, B, L, R, LEFT. Then enter "god" at the password screen.