Yes, but it is not registration per se.
IOW, there is no data base that they can reference to find out who owns what, at least on a Fed level.
Unfortunately here in Clark Co., hand guns are registered with in the County, the rest of Nevada it is not required.
Is the background data collected at the time of purchase available to the fed?