The distribution to you from your mother's IRA is called Income in Respect of a Decedent. As CatinaT1 said, IRD is taxable to the beneficiary in the same manner as it would have been had it been distributed to your mother while she was alive (except for any early-distribution penalty that might have applied to your mother).
