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#vectorsymbolicarchitectures

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Ross Gayler<p>The next VSAonline webinar is at 17:00 UTC (not the usual time), Monday 27 January.</p><p>Zoom: <a href="https://ltu-se.zoom.us/j/65564790287" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">ltu-se.zoom.us/j/65564790287</span><span class="invisible"></span></a> </p><p>WEB: <a href="https://bit.ly/vsaonline" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">bit.ly/vsaonline</span><span class="invisible"></span></a> </p><p>Speaker: Anthony Thomas from UC Davis, USA</p><p>Title: ”Sketching a Picture of Vector Symbolic Architectures”</p><p>Abstract : Sketching algorithms are a broad area of research in theoretical computer science and numerical analysis that aim to distil data into a simple summary, called a "sketch," that retains some essential notion of structure while being much more efficient to store, query, and transmit.</p><p>Vector-symbolic architectures (VSAs) are an approach to computing on data represented using random vectors, and provide an elegant conceptual framework for realizing a wide variety of data structures and algorithms in a way that lends itself to implementation in highly-parallel and energy-efficient computer hardware.</p><p>Sketching algorithms and VSA have a substantial degree of consonance in their methods, motivations, and applications. In this tutorial style talk, I will discuss some of the connections between these two fields, focusing, in particular, on the connections between VSA and tensor-sketches, a family of sketching algorithms concerned with the setting in which the data being sketched can be decomposed into Kronecker (tensor) products between more primitive objects. This is exactly the situation of interest in VSA and the two fields have arrived at strikingly similar solutions to this problem.</p><p><a href="https://aus.social/tags/VectorSymbolicArchitectures" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VectorSymbolicArchitectures</span></a> <a href="https://aus.social/tags/VSA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VSA</span></a> <a href="https://aus.social/tags/HyperdimensionalComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HyperdimensionalComputing</span></a> <a href="https://aus.social/tags/HDC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HDC</span></a> <a href="https://aus.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://aus.social/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ML</span></a> <a href="https://aus.social/tags/ComputationalCognitiveScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputationalCognitiveScience</span></a> <a href="https://aus.social/tags/CompCogSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CompCogSci</span></a> <a href="https://aus.social/tags/MathematicalPsychology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MathematicalPsychology</span></a> <a href="https://aus.social/tags/MathPsych" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MathPsych</span></a> <a href="https://aus.social/tags/CognitiveScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CognitiveScience</span></a> <a href="https://aus.social/tags/CogSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CogSci</span></a> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/cogsci" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>cogsci</span></a></span></p>
Ross Gayler<p>If you're (potentially) interested in Vector Symbolic Architectures / Hyperdimensional Computing and Artificial Intelligence and you're within reach of Palo Alto, California on June 12th then you should head along to the event being hosted by Nordic Innovation House. Some of my colleagues from UC Berkeley and Luleå Tekniska Universitet will be there.</p><p><a href="https://www.eventbrite.com/e/hypervectors-agi-event-tickets-876530936627" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">eventbrite.com/e/hypervectors-</span><span class="invisible">agi-event-tickets-876530936627</span></a></p><p><a href="https://aus.social/tags/event" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>event</span></a> <a href="https://aus.social/tags/meeting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>meeting</span></a> <a href="https://aus.social/tags/VectorSymbolicArchitectures" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VectorSymbolicArchitectures</span></a> <a href="https://aus.social/tags/VSA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VSA</span></a> <a href="https://aus.social/tags/HyperdimensionalComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HyperdimensionalComputing</span></a> <a href="https://aus.social/tags/HDC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HDC</span></a> <a href="https://aus.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://aus.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://aus.social/tags/ArtificialGeneralIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialGeneralIntelligence</span></a> <a href="https://aus.social/tags/AGI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AGI</span></a></p>
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