There are 1 repository under hyperdimensional-computing topic.
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
Cognitive Computing with Associative Memory
Accelerator for Hyperdimensional Computing (HDC)
Boolean Hypervectors with various operators for experiments in hyperdimensional computing (HDC).
A library for training and running HDC models on embedded devices.
Contributions to my area of research as a research assistant at ULL in Hyperdimensional Computing (HDC)
Publications by Peter Overmann
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
A Hyperdimensional Bitset wrapper for the standard C++ bitset with parallel processing in mind
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
Much like the Bifrost connecting the nine-realms of the Marvel cinematic universe, the Hyperdimensional Frost (Highfrost) allows users direct access to the explore the application of vector symbolic architectures in a variety of application and experimental domains.
A Python-based library for developing and applying semantic pointers with CUDA acceleration.
Examples of MNIST classifier using hyperdimentional computing
Source code of the slides for the lecture "Analogical Reasoning" given on 2021-10-06 as Module 6 of Neuroscience 299: Computing with High-Dimensional Vectors at the Redwood Center for Theoretical Neuroscience, University of California, Berkeley
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
HDCpy: An easy-to-use Python library for Hyperdimensional Computing (HDC) research.