hyperdimensional-computing
Here are 25 public repositories matching this topic...
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
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Sep 1, 2023 - R
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
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Sep 12, 2021 - R
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
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Oct 11, 2021 - HTML
Vector Symbolic Architecture (VSA) primitives for experimentation
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Oct 14, 2022 - R
HDCpy: An easy-to-use Python library for Hyperdimensional Computing (HDC) research.
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Jun 25, 2024 - Python
Examples of MNIST classifier using hyperdimentional computing
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Dec 23, 2023 - Python
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
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Apr 16, 2022 - R
LLY-HDC uses hyperdimesnional computing and neurosymbolic AI to implement a high-performance AI model on quantum computers
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Aug 12, 2024 - Python
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.
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Mar 14, 2024
A Python-based library for developing and applying semantic pointers with CUDA acceleration.
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Mar 14, 2024
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
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Jun 24, 2023 - JavaScript
A Hyperdimensional Bitset wrapper for the standard C++ bitset with parallel processing in mind
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Sep 19, 2022 - C++
"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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May 20, 2020 - TeX
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
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May 7, 2023 - HTML
Publications by Peter Overmann
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Apr 20, 2022
Contributions to my area of research as a research assistant at ULL in Hyperdimensional Computing (HDC)
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Nov 6, 2023 - Python
A library for training and running HDC models on embedded devices.
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Jun 21, 2023 - C
A collection of Hyperdimensional Computing (HDC) models implemented in C++
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Jun 14, 2024 - C++
Hyperdimensional Computing Library for building Vector Symbolic Architectures in Python 3
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Aug 21, 2024 - Python
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