This is Part II of the two-part comprehensive survey devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic …
Hyperdimensional Computing (HDC) is a neuro-inspired computing framework that exploits high-dimensional random vector spaces. HDC uses extremely parallelizable arithmetic to …
T Yu, Y Zhang, Z Zhang… - Advances in neural …, 2022 - proceedings.neurips.cc
Hyperdimensional computing (HDC) is an emerging learning paradigm that computes with high dimensional binary vectors. There is an active line of research on HDC in the …
P Poduval, Z Zou, H Najafi… - 2021 58th ACM/IEEE …, 2021 - ieeexplore.ieee.org
Hyperdimensional Computing (HDC) is a neurally-inspired computation model working based on the observation that the human brain operates on high-dimensional …
This article reviews recent progress in the development of the computing framework vector symbolic architectures (VSA)(also known as hyperdimensional computing). This framework …
This two-part comprehensive survey is devoted to a computing framework most commonly known under the names Hyperdimensional Computing and Vector Symbolic Architectures …
Vector space models for symbolic processing that encode symbols by random vectors have been proposed in cognitive science and connectionist communities under the names Vector …
Computing with high-dimensional (HD) vectors, also referred to as hypervectors, is a brain- inspired alternative to computing with scalars. Key properties of HD computing include a …
Hyperdimensional computing (HDC) is an emerging computing paradigm that imitates the brain's structure to offer a powerful and efficient processing and learning model. In HDC, the …