rgayler
I am an independent researcher working on Vector Symbolic Architectures (VSA), also known as Hyperdimensional Computing (HDC).
Independent ResearcherMelbourne, Australia
Pinned Repositories
fa_sim_cal
Entity resolution research project looking at what can be enabled by construing it as a problem of calibration from similarity to log-odds of a true match.
multiclass_AUC
Apply multiclass AUC approaches to some trial datasets to get a better understanding of how to apply it and the advantages/disadvantages
scorecal_CSCC_2019
"scorecal - Empirical score calibration under the microscope" presentation given at Credit Scoring & Credit Control XVI, Edinburgh, UK, 2019-08-30
vecsymr
Vector Symbolic Architecture (VSA) primitives for experimentation
VSA_2020_presentation
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
VSA_2021_Fall_Berkeley_Analogy
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
VSA_2023-06_MidnightVSA
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
VSA_basic_model
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
VSA_Next_Generation_RC
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
VSA_project_to_sphere
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
rgayler's Repositories
rgayler/scorecal_CSCC_2019
"scorecal - Empirical score calibration under the microscope" presentation given at Credit Scoring & Credit Control XVI, Edinburgh, UK, 2019-08-30
rgayler/fa_sim_cal
Entity resolution research project looking at what can be enabled by construing it as a problem of calibration from similarity to log-odds of a true match.
rgayler/VSA_2020_presentation
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
rgayler/VSA_Next_Generation_RC
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
rgayler/scorecal
Credit Score Calibration
rgayler/VSA_2023-06_MidnightVSA
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
rgayler/VSA_basic_model
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
rgayler/multiclass_AUC
Apply multiclass AUC approaches to some trial datasets to get a better understanding of how to apply it and the advantages/disadvantages
rgayler/rossgayler_website
Website of Ross Gayler
rgayler/vecsymr
Vector Symbolic Architecture (VSA) primitives for experimentation
rgayler/VSA_2021_Fall_Berkeley_Analogy
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
rgayler/VSA_altitude_hold
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
rgayler/VSA_project_to_sphere
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.
rgayler/rmview
A live viewer for reMarkable written in PyQt5
rgayler/vsa_bind_ecc
Vector Symbolic Architecture research: Binding with error-correcting codes
rgayler/VSA_non-neg
rgayler/VSA_op_properties
Research project mapping the algebraic properties of VSA operators