9 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.NE2024★ 1 cited
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings
Denis Kleyko, Dmitri A. Rachkovskij
Expand & Sparsify is a principle that is observed in anatomically similar neural circuits found in the mushroom body (insects) and the cerebellum (mammals). Sensory data are projec…
cs.AI2022
Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences
Dmitri A. Rachkovskij, Denis Kleyko
Hyperdimensional computing (HDC), also known as vector symbolic architectures (VSA), is a computing framework used within artificial intelligence and cognitive computing that opera…
cs.AI2021★ 9 cited
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences
Dmitri A. Rachkovskij
Hyperdimensional Computing (HDC), also known as Vector-Symbolic Architectures (VSA), is a promising framework for the development of cognitive architectures and artificial intellig…