Thinking about Vector Symbolic Architectures ...
Slides for 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. Abstract Vector Symbolic Architectures are defined in terms of a very small set of operators acting on a ve...
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ftdatacite:10.5281/zenodo.8076706 2023-07-23T04:20:15+02:00 Thinking about Vector Symbolic Architectures ... Gayler, Ross W. 2023 https://dx.doi.org/10.5281/zenodo.8076706 https://zenodo.org/record/8076706 en eng Zenodo https://dx.doi.org/10.5281/zenodo.8076736 https://dx.doi.org/10.5281/zenodo.8076677 https://dx.doi.org/10.5281/zenodo.8076707 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 Text article-journal Presentation ScholarlyArticle 2023 ftdatacite https://doi.org/10.5281/zenodo.807670610.5281/zenodo.807673610.5281/zenodo.807667710.5281/zenodo.8076707 2023-07-03T21:37:14Z Slides for 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. 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 easy for the researcher to generate interesting hypotheses and designs. These hypotheses and ... : As presented and live-streamed 2023-06-15 (except for addition of final slide with DOIs) ... Conference Object 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 ... |
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vsa vector symbolic architecture hdc hyperdimensional computing |
description |
Slides for 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. 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 easy for the researcher to generate interesting hypotheses and designs. These hypotheses and ... : As presented and live-streamed 2023-06-15 (except for addition of final slide with DOIs) ... |
format |
Conference Object |
author |
Gayler, Ross W. |
author_facet |
Gayler, Ross W. |
author_sort |
Gayler, Ross W. |
title |
Thinking about Vector Symbolic Architectures ... |
title_short |
Thinking about Vector Symbolic Architectures ... |
title_full |
Thinking about Vector Symbolic Architectures ... |
title_fullStr |
Thinking about Vector Symbolic Architectures ... |
title_full_unstemmed |
Thinking about Vector Symbolic Architectures ... |
title_sort |
thinking about vector symbolic architectures ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.8076706 https://zenodo.org/record/8076706 |
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Luleå Luleå Luleå midnight sun |
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Luleå Luleå Luleå midnight sun |
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https://dx.doi.org/10.5281/zenodo.8076736 https://dx.doi.org/10.5281/zenodo.8076677 https://dx.doi.org/10.5281/zenodo.8076707 |
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.807670610.5281/zenodo.807673610.5281/zenodo.807667710.5281/zenodo.8076707 |
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1772184102747766784 |