A semiconductor device includes a device isolation layer in a semiconductor substrate, an active region defined by the device isolation layer, the active region including a main surface and a recess region including a bottom surface that is lower than the main surface, and a gate electrode formed over the recess region, wherein a top surface of the device isolation layer adjacent to the recess region is lower than the bottom surface of the recess region.