In this cheat you must finish the game once. Continue playing the game and watch the credits once (without skipping the credits).

Then after 5 - 10 minutes press start and press continue, then again watch the credits (without skipping the credits).

Then press start again and then press continue and voila, you will start at the beginning of the game with all your upgrades and collectibles.

[unconfirmed]