Articles with "fpaa" as a keyword



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VMM + WTA Embedded Classifiers Learning Algorithm Implementable on SoC FPAA Devices

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Published in 2018 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"

DOI: 10.1109/jetcas.2017.2771392

Abstract: This paper presents a learning algorithm for a vector-matrix multiplier (VMM) + k-winner-take-all (WTA) classifier one-layer architecture on a large-scale field programmable analog array (FPAA). The technique enables opportunities for embedded, ultra-low power machine learning,… read more here.

Keywords: wta; fpaa; wta embedded; vmm wta ... See more keywords