Alternate weapons:
Highlight a character at the character selection screen. Now press Start 13 times. Hold that key down the last time it is pressed and press and hold Block. Keep both buttons held until the loading screen appears to enable extra weapons.

Thanks to Revolution readers Mort, Guariene, and Lucky Boy_ff!