According to Hajime Isayama, the creator of Attack on Titan, the idea for the Titans themselves came to him when he encountered a drunk customer at the internet café where he was working.

It is seriously insane, that I heard such a huge spoiler without even realizing it. Sure... Alcohol turned the guy into a monster.