Name: Ross Gayler
Type: User
Company: Independent Researcher
Bio: I am an independent researcher working on Vector Symbolic Architectures (VSA), also known as Hyperdimensional Computing (HDC).
Location: Melbourne, Australia
Blog: https://www.rossgayler.com
Ross Gayler's Projects
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.
Apply multiclass AUC approaches to some trial datasets to get a better understanding of how to apply it and the advantages/disadvantages
A live viewer for reMarkable written in PyQt5
Website of Ross Gayler
Credit Score Calibration
"scorecal - Empirical score calibration under the microscope" presentation given at Credit Scoring & Credit Control XVI, Edinburgh, UK, 2019-08-30
Vector Symbolic Architecture (VSA) primitives for experimentation
"VSA, Analogy, and Dynamic Similarity" presentation given at the Workshop on Developments in Hyperdimensional Computing and Vector Symbolic Architectures, Heidelberg, Germany, 2020-03-16.
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
Keynote presentation for the Midnight Sun Workshop on Vector Symbolic Architectures
Research to use Vector Symbolic Architectures to implement altitude hold in a simulated multicopter.
This project aims to develop a very basic Vector Symbolic Architecture model to use as a default model in my other VSA projects.
Vector Symbolic Architecture research: Binding with error-correcting codes
An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing
Research project mapping the algebraic properties of VSA operators
Generate a website that demonstrates the action of Vector Symbolic Architecture operators by projecting the hypervectors to the surface of a sphere.