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Computing on Functions Using Randomized Vector Representations

Published in arXiv (Cornell University) • Sep 8, 2021
NobleIDNI9P00W95R25S58
Authors:
E. Paxon Frady
,
Denis Kleyko
,
Christopher J. Kymn

Abstract

Vector space models for symbolic processing that encode symbols by random vectors have been proposed in cognitive science and connectionist communities under the names Vector Symbolic Architecture (VSA), and, synonymously, Hyperdimensional (HD) computing. In this paper, we generalize VSAs to functio...

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