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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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) |
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DataCite Metadata Store (German National Library of Science and Technology) |
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English |
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vsa vector symbolic architecture hdc hyperdimensional computing |
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vsa vector symbolic architecture hdc hyperdimensional computing Gayler, Ross W. Thinking about Vector Symbolic Architectures (source code for slides) ... |
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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 |
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Luleå Luleå Luleå midnight sun |
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Luleå Luleå Luleå midnight sun |
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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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