VMM + WTA Embedded Classifiers Learning Algorithm Implementable on SoC FPAA Devices
Sign Up to like & getrecommendations! 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
SoC FPAA Hardware Implementation of a VMM+WTA Embedded Learning Classifier
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2017.2777784
Abstract: This paper focuses on the circuit aspects required for an on-chip, on-line system on chip large-scale field-programmable analog array learning for vector-matrix multiplier (VMM) + winner-take-all (WTA) classifier structure. We start by describing the VMM+WTA… read more here.
Keywords: wta; fpaa hardware; hardware implementation; soc fpaa ... See more keywords