The semiconductor device include a lower insulating layer; a gate stack disposed over the lower insulating layer; a plurality of supports extending from the lower insulating layer toward the gate stack; a source layer disposed between the lower insulating layer and the gate stack; and a channel pattern including a connection part disposed between the source layer and the gate stack.