Provided is a vertical neuromorphic devices stacked structure comprising a main gate which is formed on a substrate and has a vertical pillar shape, a main gate insulating layer stack formed on outer side surface of the main gate; a semiconductor region formed on outer side surface of the main gate insulating layer stack, a plurality of electrode layers formed on the side surface of the semiconductor region, a plurality of control gates formed on the side surface of the semiconductor region; and a plurality of control gate insulating layer stacks which are surrounding surfaces of the control gates and are formed between the control gate and the semiconductor region, and between the control gate and the electrode layer, and wherein the electrode layers and the control gates surrounded by the control gate insulating layer stack are stacked sequentially and alternately on the side surface of the semiconductor region.