The couple, who welcomed their baby girl last week, have called the new addition Bodhi Jameson Rein Brown, reported Daily Mirror.
Bodhi, which in Buddhism means enlightenment, is often associated with boys.
The baby news comes as Brown's daughter from his previous marriage to the late Whitney Houston, Bobbi Kristina, remains at a hospice in Georgia.