A magneto-electric (ME) majority gate device includes a conducting device and a plurality of ME transistors coupled to the conducting device. In one implementation, the plurality of ME transistors include a ME AND gate device with downward interface polarization, a ME-transmission gate device with downward interface polarization, and a ME-XNOR gate device. In another implementation, the plurality of ME transistors is five single-input ME-FETs.