A semiconductor device includes a lower insulation layer, a plurality of base layer patterns separated from each other on the lower insulation layer, a separation layer pattern between the base layer patterns, a plurality of channels extending in a vertical direction with respect to top surfaces of the base layer patterns, and a plurality of gate lines surrounding outer sidewalls of the channels, being stacked in the vertical direction and spaced apart from each other.