A SKYRMION-BASED TSETLIN MACHINE INFERENCE SYSTEM

Abstract

ABSTRACT A SKYRMION-BASED TSETLIN MACHINE INFERENCE SYSTEM The present subject matter discloses a Skyrmion-based Tsetlin system comprises a plurality of Tsetlin Automata corresponding to a plurality of states configured to process a plurality of input literals and a plurality of negations associated with the plurality of input literals characterized in that, each state amongst the plurality of states is represented by a skyrmion configuration. The system further includes a skyrmion engine configured to nucleate a plurality of skyrmions in nanotracks corresponding to the plurality of states based on an external input, and a detection engine configured to detect one of a presence and an absence of the plurality of skyrmions as a first output, wherein the presence and the absence corresponds to the plurality of states. Further, a clause computation engine of the system performs one or more skyrmion based operations on the first output to generate one or more second outputs. (FIG. 1)

Specification

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