Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
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Updated
Mar 18, 2024 - Python
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
HD Radio SDR Receiver
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
Vector Symbolic Architecture (VSA) primitives for experimentation
A collection of Hyperdimensional Computing (HDC) models implemented in C++
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
Data Compression Techniques Implementation in MATLAB
A Hyperdimensional Bitset wrapper for the standard C++ bitset with parallel processing in mind
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
Publications by Peter Overmann
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
Accelerator for Hyperdimensional Computing (HDC)
FL-HDC: Hyperdimensional Computing Design for the Application of Federated Learning (IEEE AICAS2021)
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
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
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