[Alta-Logic] Peripatetic seminar on Friday
Florian Schwarz
florian.schwarz at ucalgary.ca
Wed Nov 13 17:08:30 MST 2024
Dear all,
On Friday November 15th Nolan Peter Shaw will speak in the peripatetic
seminar. It will take place at 1pm in ICT 616.
*Title:* All Concepts are Kan Extensions... and Kan Extensions are
Concepts: A Categorical Theory of Vector Symbolic Architectures
*Abstract: *It is widely understood by category theorists that Kan
extensions subsume all other notions in category theory (limits, ends,
initial objects, adjoints, etc.). In this talk, I introduce vector
symbolic architectures (VSAs)---a distributed model of data storage and
manipulation that have gained popularity alongside the neuromorphic
hardware upon which engineers hope to implement VSAs. Broadly, VSAs
populate a vector space with a collection of "primitive" vectors, then
use two operations, 'binding' and 'bundling', to create new vectors (ex.
"red" and "car" bind as "red car"). Despite their many implementations,
VSAs have little unifying theory. I discuss my recent work generalising
and unifying VSAs. I focus on extending from vectors to co-presheaves
and demonstrating that bind and bundle arise as right Kan extensions of
the external tensor product and direct sum.
Website: https://logic.ucalgary.ca
Hope to see you there!
Best regards,
Florian Schwarz
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