What was the issue with your setup? TV not in game mode?
You can learn to play Space Channel 5 by tapping 100ms ahead of the beat. But I worried that if I succeeded too much, I'd end up doing everything that way: jumping red lights, taking espresso shots while they were still being poured etc.
...what it's like to experience video game lag in real life.