I happened across a nice one when I was in Denver, recently. It's called Akihabara. Tons of imported Japanese cabinets (including Taiko no Tatsujin and Typing of the Dead), and a bar with imported beers, sake and house cocktails. I wish I'd had a smartcard for saving progress, but it was only something I found out about during the trip.

I'm definitely more into the 90s and early 2000s era of arcade games than 80s stuff (and the seat-friendly JP cabinets are nice) so I enjoyed the opportunity to play games that are hard to find here, and bring back memories of wandering (relatively lackluster) bowling alley arcades with a pocket of quarters.