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Streaming Encoding Algorithms for Scalable Hyperdimensional Computing

Published in arXiv (Cornell University) • Sep 20, 2022
NobleIDNI7P25W26R92S20
Authors:
A. W. Thomas
,
Behnam Khaleghi
,
Gopi Krishna Jha

Abstract

Hyperdimensional computing (HDC) is a paradigm for data representation and learning originating in computational neuroscience. HDC represents data as high-dimensional, low-precision vectors which can be used for a variety of information processing tasks like learning or recall. The mapping to high-d...

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