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Symbolic Representation and Learning With Hyperdimensional Computing

It has been proposed that machine learning techniques can benefit from symbolic representations and reasoning systems. We describe a method in which the two can be combined in a natural and direct way by use of hyperdimensional vectors and hyperdimensional computing. By using hashing neural networks...

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Détails bibliographiques
Publié dans:Front Robot AI
Auteurs principaux: Mitrokhin, Anton, Sutor, Peter, Summers-Stay, Douglas, Fermüller, Cornelia, Aloimonos, Yiannis
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7805681/
https://ncbi.nlm.nih.gov/pubmed/33501231
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2020.00063
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