Erlang example - hyper dimensional vectors

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

Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.

MNIST digit classification with hypervectors

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

Examples of MNIST classifier using hyperdimentional computing

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

Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures

Prototype-Based Classifier for Disease Classification

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

Vector Symbolic Architecture (VSA) primitives for experimentation

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

A Rust library for hyperdimensional computing (HDC)

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

[code] Behavioral Time Scale Synaptic Plasticity (BTSP) endows Hyperdimensional Computing with brain-like information retrieval flexibility

Publications by Peter Overmann

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)

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

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