Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
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Nov 6, 2024 - Python
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vector-symbolic-architectures
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Cognitive Computing with Associative Memory
machine-learning
algorithm
machine-learning-algorithms
artificial-intelligence
neural-networks
artificial-general-intelligence
cognitive-science
associative-memory
content-addressable-storage
sparse-distributed-memory
sparse-representations
self-supervised-learning
vector-symbolic-architectures
hyperdimensional-computing
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Feb 11, 2024 - Mathematica
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Jan 19, 2022 - MATLAB
Hyperdimensional Computing Library for building Vector Symbolic Architectures in Python 3
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Aug 21, 2024 - Python
"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
Publications by Peter Overmann
agi
artificial-intelligence
neural-networks
autoencoder
artificial-general-intelligence
cognitive-science
content-addressed
sdm
associative-memory
hdc
content-addressable-storage
neocortex
sparse-distributed-memory
cerebellum
vsa
theoretical-neuroscience
vector-symbolic-architectures
hyperdimensional-computing
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Apr 20, 2022
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
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
conference
presentation
rstats
hdc
vsa
quarto
vector-symbolic-architectures
hyperdimensional-computing
vector-symbolic-architecture
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Jun 24, 2023 - JavaScript
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
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
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Sep 12, 2021 - R
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