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Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

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arxiv 2112.04749 v1 pith:UIA3R3SI submitted 2021-12-09 cs.NE cond-mat.mes-hallcs.ETphysics.app-ph

Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

Peng Zhou , Alexander J. Edwards , Fred B. Mancoff , Dimitri Houssameddine , Sanjeev Aggarwal , Joseph S. Friedman This is my paper
classification cs.NE cond-mat.mes-hallcs.ETphysics.app-ph
keywords networkdemonstrationexperimentalneuromorphicrecognitionsynapsesaccuracycrossbars
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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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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