A semiconductor memory device effectively prevents formation of a gate bird's beak oxide film at a region through which electrons move in data writing and erasing operations. In the semiconductor memory device, nitride films having a thickness larger than that of a first gate oxide film are formed on a drain impurity diffusion layer and a source impurity diffusion layer to surround the first gate oxide film. A floating gate electrode has opposite ends protruded over the nitride films.