I've got the same problem. Mine worked fine for a couple weeks and then it would just stop working for hours at a time before starting again. I took it to the Apple Store yesterday and the genius had me restore and set up as new to rule out software problems. Again, the touch ID worked at first but a few hours later the problems started up again. I'll be taking it back to the Apple Store tomorrow and hopefully they'll replace it.