The victims were identified as 21-year old Nicholas Lee and 60-year old Peter Lee.
Neighbors said that Nicholas was autistic, and his father had been partially paralyzed by a stroke.
The mother and another son were rescued by firefighters and rushed to the hospital. There's been no word on their condition.
Police say the blaze, was apparently sparked by an electrical problem in the wall of the home's master bedroom.