"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.

Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.

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

This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.

Publications by Peter Overmann

A Hyperdimensional Bitset wrapper for the standard C++ bitset with parallel processing in mind

Vector Symbolic Architecture (VSA) primitives for experimentation

An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing

A library for training and running HDC models on embedded devices.

Keynote presentation for the Midnight Sun Workshop on 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.

Contributions to my area of research as a research assistant at ULL in Hyperdimensional Computing (HDC)

Erlang example - hyper dimensional vectors

Examples of MNIST classifier using hyperdimentional computing

Boolean Hypervectors with various operators for experiments in hyperdimensional computing (HDC).

Cognitive Computing with Associative Memory

Accelerator for Hyperdimensional Computing (HDC)

A collection of Hyperdimensional Computing (HDC) models implemented in C++

HDCpy: An easy-to-use Python library for Hyperdimensional Computing (HDC) research.