The fire broke out in Springfield Gardens on June 17.
At first, the 8-year-old boy escaped. But he went back into the home to save his 17-month- old brother.
Both became trapped and died.
Two adults and three other children escaped.
Investigators say a faulty light fixture in a bedroom started the fire. The home did not have smoke detectors.