Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures

18 May 2022

Papers citing "Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures"

6 / 6 papers shown

Title
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge Yuxi Han Jihe Wang Danghui Wang 55 1 0 29 May 2024
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices Manuel E. Segura Pere Vergés Justin Tian Jin Chen Ramesh Arangott Angela Kristine Garcia Laura Garcia Reynoso Alexandru Nicolau T. Givargis Sergio Gago Masagué 24 3 0 18 Mar 2024
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing Igor O. Nunes Mike Heddes T. Givargis Alexandru Nicolau 23 11 0 16 May 2022
Hyperdimensional Hashing: A Robust and Efficient Dynamic Hash Table Mike Heddes Igor O. Nunes T. Givargis Alexandru Nicolau A. Veidenbaum 37 15 0 16 May 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 72 119 0 11 Nov 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 254 0 09 Dec 2020