A fabrication method for a memory device with a floating gate is provided. A substrate is provided. A channel doping step is performed on the substrate, wherein the actual threshold voltage of the subsequently formed memory device becomes greater than the preset threshold voltage. A stack gate and source/drain regions are then sequentially formed on the substrate to complete the formation of the memory device. The drain-turn-on leakage is prevented by an increase of the actual threshold voltage.