By meeting certain conditions in other games, you can unlock more games.

Unlockable	How to unlock
Galaga '88	Get a high-score of 40,000 or more in Galaga.
Pac-Mania	Get high-scores of 15,000+ in Pac-Man and 20,000+ in Ms. Pac-Man.