Thinking about Vector Symbolic Architectures (source code for slides) ...

Source code for the slides of the keynote presentation "Thinking about Vector Symbolic Architectures" given on 2023-06-15 at the Midnight Sun Workshop on Vector Symbolic Architectures in Luleå, Sweden. Copy of GitHub repository: https://github.com/rgayler/VSA_2023-06_MidnightVSA Abstract V...

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Main Author: Gayler, Ross W.
Format: Software
Language:English
Published: Zenodo 2023
Subjects:
vsa
hdc
Online Access:https://dx.doi.org/10.5281/zenodo.8076736
https://zenodo.org/record/8076736
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spelling ftdatacite:10.5281/zenodo.8076736 2023-07-23T04:20:15+02:00 Thinking about Vector Symbolic Architectures (source code for slides) ... Gayler, Ross W. 2023 https://dx.doi.org/10.5281/zenodo.8076736 https://zenodo.org/record/8076736 en eng Zenodo https://github.com/rgayler/VSA_2023-06_MidnightVSA https://github.com/rgayler/VSA_2023-06_MidnightVSA https://dx.doi.org/10.5281/zenodo.8076707 https://dx.doi.org/10.5281/zenodo.8076677 https://dx.doi.org/10.5281/zenodo.8076735 Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess vsa vector symbolic architecture hdc hyperdimensional computing Software article SoftwareSourceCode 2023 ftdatacite https://doi.org/10.5281/zenodo.807673610.5281/zenodo.807670710.5281/zenodo.807667710.5281/zenodo.8076735 2023-07-03T21:37:14Z Source code for the slides of the keynote presentation "Thinking about Vector Symbolic Architectures" given on 2023-06-15 at the Midnight Sun Workshop on Vector Symbolic Architectures in Luleå, Sweden. Copy of GitHub repository: https://github.com/rgayler/VSA_2023-06_MidnightVSA Abstract Vector Symbolic Architectures are defined in terms of a very small set of operators acting on a vector space. The task of the VSA researcher is to discover the implications that follow from the definition in terms of the systems that can be implemented with VSAs. The VSA definitions are the researcher’s raw materials, but they also need tools to transform those raw materials into useful hypotheses and system designs. One important tool for a researcher is a conceptual framework, which specifies how the researcher thinks about VSAs and relates them to the other things they know. It is the researcher’s mental model of how VSAs work. The primary requirement for a conceptual framework is that it is productive; it should make it ... : As presented and live-streamed 2023-06-15 (except for addition of Zenodo DOIs) ... Software Luleå Luleå Luleå midnight sun DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic vsa
vector symbolic architecture
hdc
hyperdimensional computing
spellingShingle vsa
vector symbolic architecture
hdc
hyperdimensional computing
Gayler, Ross W.
Thinking about Vector Symbolic Architectures (source code for slides) ...
topic_facet vsa
vector symbolic architecture
hdc
hyperdimensional computing
description Source code for the slides of the keynote presentation "Thinking about Vector Symbolic Architectures" given on 2023-06-15 at the Midnight Sun Workshop on Vector Symbolic Architectures in Luleå, Sweden. Copy of GitHub repository: https://github.com/rgayler/VSA_2023-06_MidnightVSA Abstract Vector Symbolic Architectures are defined in terms of a very small set of operators acting on a vector space. The task of the VSA researcher is to discover the implications that follow from the definition in terms of the systems that can be implemented with VSAs. The VSA definitions are the researcher’s raw materials, but they also need tools to transform those raw materials into useful hypotheses and system designs. One important tool for a researcher is a conceptual framework, which specifies how the researcher thinks about VSAs and relates them to the other things they know. It is the researcher’s mental model of how VSAs work. The primary requirement for a conceptual framework is that it is productive; it should make it ... : As presented and live-streamed 2023-06-15 (except for addition of Zenodo DOIs) ...
format Software
author Gayler, Ross W.
author_facet Gayler, Ross W.
author_sort Gayler, Ross W.
title Thinking about Vector Symbolic Architectures (source code for slides) ...
title_short Thinking about Vector Symbolic Architectures (source code for slides) ...
title_full Thinking about Vector Symbolic Architectures (source code for slides) ...
title_fullStr Thinking about Vector Symbolic Architectures (source code for slides) ...
title_full_unstemmed Thinking about Vector Symbolic Architectures (source code for slides) ...
title_sort thinking about vector symbolic architectures (source code for slides) ...
publisher Zenodo
publishDate 2023
url https://dx.doi.org/10.5281/zenodo.8076736
https://zenodo.org/record/8076736
genre Luleå
Luleå
Luleå
midnight sun
genre_facet Luleå
Luleå
Luleå
midnight sun
op_relation https://github.com/rgayler/VSA_2023-06_MidnightVSA
https://github.com/rgayler/VSA_2023-06_MidnightVSA
https://dx.doi.org/10.5281/zenodo.8076707
https://dx.doi.org/10.5281/zenodo.8076677
https://dx.doi.org/10.5281/zenodo.8076735
op_rights Open Access
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5281/zenodo.807673610.5281/zenodo.807670710.5281/zenodo.807667710.5281/zenodo.8076735
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