A semiconductor flash memory device. The flash memory device includes a floating gate electrode disposed in a recess having slanted sides in a semiconductor substrate. A gate insulation film is interposed between the floating gate electrode and the semiconductor substrate. A control gate electrode is disposed over the floating gate electrode. The floating gate electrode includes projections adjacent to the slanted sides of the recess.