Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture

24 Mar 2020Alvaro VelasquezChristopher H. BennettNaimul HassanWesley H. BrignerOtitoaleke G. AkinolaJean Anne C. IncorviaMatthew J. MarinellaJoseph S. Friedman

We propose a hardware learning rule for unsupervised clustering within a novel spintronic computing architecture. The proposed approach leverages the three-terminal structure of domain-wall magnetic tunnel junction devices to establish a feedback loop that serves to train such devices when they are used as synapses in a neuromorphic computing architecture...

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