Accelerator for Hyperdimensional Computing (HDC)
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Updated
May 5, 2024 - C
Accelerator for Hyperdimensional Computing (HDC)
A collection of Hyperdimensional Computing (HDC) models implemented in C++
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
Data Compression Techniques Implementation in MATLAB
Vector Symbolic Architecture (VSA) primitives for experimentation
A Hyperdimensional Bitset wrapper for the standard C++ bitset with parallel processing in mind
FL-HDC: Hyperdimensional Computing Design for the Application of Federated Learning (IEEE AICAS2021)
Publications by Peter Overmann
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
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.
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
HD Radio SDR Receiver
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