activity
20152026
most citedA Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges

147 citations · 702 across the 33 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.NE2023★ 1 cited

Computing with Residue Numbers in High-Dimensional Representation

Christopher J. Kymn, Denis Kleyko, E. Paxon Frady +4

We introduce Residue Hyperdimensional Computing, a computing framework that unifies residue number systems with an algebra defined over random, high-dimensional vectors. We show ho…

cs.NE2023★ 13 cited

Efficient Decoding of Compositional Structure in Holistic Representations

Denis Kleyko, Connor Bybee, Ping-Chen Huang +4

We investigate the task of retrieving information from compositional distributed representations formed by Hyperdimensional Computing/Vector Symbolic Architectures and present nove…