On separating long- and short-term memories in hyperdimensional computing

Operations on high-dimensional, fixed-width vectors can be used to distribute information from several vectors over a single vector of the same width. For example, a set of key-value pairs can be encoded into a single vector with multiplication and addition of the corresponding key and value vectors...

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Bibliographic Details
Main Authors: Jeffrey L. Teeters, Denis Kleyko, Pentti Kanerva, Bruno A. Olshausen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.867568/full