It happened on the 5700 block of North Front Street around 3:30 a.m. Friday.
Police say a man and a woman were inside the home when they were woken up by the bandits demanding money.
Investigators say the armed men took an unknown amount of money and fled.
There was no immediate word on a description of the suspects.
No injuries were reported.