"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
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Updated
May 20, 2020 - TeX
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
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.
LLY-HDC uses hyperdimesnional computing and neurosymbolic AI to implement a high-performance AI model on quantum computers
Contributions to my area of research as a research assistant at ULL in Hyperdimensional Computing (HDC)
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.
Accelerator for Hyperdimensional Computing (HDC)
Examples of MNIST classifier using hyperdimentional computing
HDCpy: An easy-to-use Python library for Hyperdimensional Computing (HDC) research.
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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