Press during the game to display the subscreen. Here, you can see the vehicle items you obtained by defeating bosses, along with the number of special weapons. Choose a weapon with ⇦ / ⇨.

You can then shoot the selected weapon in 2D stages by holding down ⇩ and pressing .