It happened around 1:30 a.m. Monday in the 100 block of North Bancroft Parkway.
Investigators say the three entered though a rear basement door.
One of the suspects held a 67-year-old resident at gunpoint before pistol-whipping him.
Another person was shot in the arm when he confronted the intruders.
All three suspects fled on foot.