Articles with "neighborhood function" as a keyword



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Hardware Self-Organizing Map Based on Digital Frequency-Locked Loop and Triangular Neighborhood Function

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Published in 2021 at "IEEE Transactions on Circuits and Systems I: Regular Papers"

DOI: 10.1109/tcsi.2020.3046795

Abstract: This paper proposes a unique hardware architecture for a self-organizing map (SOM) that mimics the biological brain by using pulse mode operation. In the proposed SOM, vector elements are given as in the form of… read more here.

Keywords: neighborhood function; organizing map; self organizing; frequency ... See more keywords