Enter the Konami Code (Up, Up, Down, Down, Left, Right Left, Right, B, A, Start) in the pause menu to either upgrade your weapons fully when entered for the first time in the level or kill your character. It can only be used in Normal or Hard mode (Easy gives you full upgrades automatically).