A neuromorphic device may include: a plurality of row lines extending in a first direction; a plurality of additional row lines extending in the first direction; a plurality of column lines extending in a second direction that crosses the first direction; and a plurality of synapses positioned at intersections of the row lines, the additional row lines, and the column lines, wherein each of the synapses includes a transistor comprising a floating gate, a control gate insulated from the floating gate, a first junction, and a second junction, the control gate being coupled to a corresponding one of the plurality of row lines, the first junction being coupled to a corresponding one of the plurality of additional row lines, the second junction being coupled to a corresponding one of the plurality of column lines.