Voltage Control Spintronics Memoery (VoCSM) Based Low Energy Consumption Nonvolatile Logic-Gates for Binary Neural Networks (B.N.N.)

Since data transfer between memories and CPUs or MPUs becomes a bottle-neck for AI applications, in-memory computing becomes one of the hot topics. While, SOT-MRAM and VoCSM were reported to have both low energy consumption and nonvolatility [1] . VoCSM was also reported to work as logic-gates as well as nonvolatile working memories [2] . In this paper, SOT-MRAM and VoCSM and their application to Binary Neural Networks (B.N.N) are reviewed.