My winter bike:

Fixed gear to avoid problems with frozen pawls/derailleurs.
Flat bars to accommodate poggies for hand warmth in bitter cold.
Studded tires.
Fenders.
Toe cages to accommodate boots for foot warmth in bitter cold.
Rack with large panniers to hold extra winter stuff.

It's not a beater, but it is a dedicated winter bike. Works for me.