A neuromorphic device includes a row line extending in a first direction; a column line disposed over the row line, the column line extending in a second direction perpendicular to the first direction; a plurality of gating lines disposed between the row line and the column line; and a synapse disposed between the row line and the column line, the synapse passing through the plurality of gating lines.