Technically yes they can. While a felon cannot posses a firearm, they can take steps to prevent any confusion regarding possession of the weapon. For example, if the gun is held in a gun safe to which the felon does not have  have access to either the key or combination, then they should not be charges with possession. That all having been said, their best bet is not to have a firearm of any kind in their residence.