Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

This article reviews recent progress in the development of the computing framework Vector Symbolic Architectures (also known as Hyperdimensional Computing). This framework is well suited for implementation in stochastic, emerging hardware and it naturally expresses the types of cognitive operations...

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Veröffentlicht in:Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. - 1998. - 110(2022), 10 vom: 11. Okt., Seite 1538-1571
1. Verfasser: Kleyko, Denis (VerfasserIn)
Weitere Verfasser: Davies, Mike, Frady, E Paxon, Kanerva, Pentti, Kent, Spencer J, Olshausen, Bruno A, Osipov, Evgeny, Rabaey, Jan M, Rachkovskij, Dmitri A, Rahimi, Abbas, Sommer, Friedrich T
Format: Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:Proceedings of the IEEE. Institute of Electrical and Electronics Engineers
Schlagworte:Journal Article Turing completeness computing framework computing in superposition data structures distributed representations emerging hardware hyperdimensional computing vector symbolic architectures