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Neuromorphic computing promises revolutionary improvements over conventionalsystems for applications that process unstructured information. To fullyrealize this potential, neuromorphic systems should exploit the biomimeticbehavior of emerging nanodevices. In particular, exceptional opportunities areprovided by the non-volatility and analog capabilities of spintronic devices.While spintronic devices have previously been proposed that emulate neurons andsynapses, complementary metal-oxide-semiconductor (CMOS) devices are requiredto implement multilayer spintronic perceptron crossbars. This work thereforeproposes a new spintronic neuron that enables purely spintronic multilayerperceptrons, eliminating the need for CMOS circuitry and simplifyingfabrication.

CMOS-Free Multilayer Perceptron Enabled by Four-Terminal MTJ Device