A support die includes complementary metal-oxide-semiconductor (CMOS) devices, front support-die bonding pads electrically connected to a first subset of the peripheral circuitry, and backside bonding structures electrically connected to a second subset of the peripheral circuitry. A first memory die including a first three-dimensional array of memory elements is bonded to the support die. First memory-die bonding pads of the first memory die are bonded to the front support-die bonding pads. A second memory die including a second three-dimensional array of memory elements is bonded to the support die. Second memory-die bonding pads of the second memory die are bonded to the backside bonding structures.