A method for fabricating a semiconductor device includes forming a plurality of bulb-shaped recesses in a substrate, forming a gate insulation layer over the substrate including the bulb-shaped recesses, forming a patterned first conductive layer over sidewalls of a bulb pattern of the corresponding bulb-shaped recesses, and forming a patterned second conductive layer over the gate insulation layer while filling the bulb-shaped recesses.