LLY-HDC uses hyperdimesnional computing and neurosymbolic AI to implement a high-performance AI model on quantum computers
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Updated
Aug 12, 2024 - Python
LLY-HDC uses hyperdimesnional computing and neurosymbolic AI to implement a high-performance AI model on quantum computers
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
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.
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
Publications by Peter Overmann
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
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)
HDCpy: An easy-to-use Python library for Hyperdimensional Computing (HDC) research.
Examples of MNIST classifier using hyperdimentional computing
Accelerator for Hyperdimensional Computing (HDC)
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
Hyperdimensional Computing Library for building Vector Symbolic Architectures in Python 3
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
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