Emergent Mind

Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

(2112.04749)

Published Dec 9, 2021 in cs.NE , cond-mat.mes-hall , cs.ET , and physics.app-ph

Abstract

We present the first experimental demonstration of a neuromorphic network with magnetic tunnel junction (MTJ) synapses, which performs image recognition via vector-matrix multiplication. We also simulate a large MTJ network performing MNIST handwritten digit recognition, demonstrating that MTJ crossbars can match memristor accuracy while providing increased precision, stability, and endurance.

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