[VSAONLINE]. Follow up on todays webinar.

[Evgeny Osipov]

Dear all,

Despite the initial problems with Zoom we had a great webinar today  generating lots of discussions. Frank’s slides along with the recorded video of his talk and links to relevant publications are now available on VSAONLINE webpage.

During the discussion Paul, Denis and Ross shared some link on the related topics. Here they come:

Coleman Haley and Paul Smolensky. 2020. Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020).  3671–3683. https://www.aclweb.org/anthology/2020.coling-main.328.pdf

Links summarised by Denis: 

https://arxiv.org/abs/2208.10917

https://arxiv.org/abs/2208.08769

https://arxiv.org/abs/2204.07186

https://www.researchgate.net/publication/215990020_A_distributed_basis_for_analogical_mapping

Hope to see more developments on this topic!

Kind regards,

Evgeny

[Evgeny Osipov]

===Sorry for possible spamming. Now with Links from Ross at the end===

Gayler & Levy graph isomorphism: https://www.researchgate.net/profile/Ross-Gayler/publication/310752006_A_distributed_basis_for_analogical_mapping/links/583c01a708aed5c6148cbe23/A-distributed-basis-for-analogical-mapping.pdf

Levy & Gayler a closer look at the error-correcting bind/unbind, but describing it as "lateral inhibition": https://www.researchgate.net/profile/Ross-Gayler/publication/215992272_Lateral_inhibition_in_a_fully_distributed_connectionist_architecture/links/0912f50a418993065b000000/Lateral-inhibition-in-a-fully-distributed-connectionist-architecture.pdf

On the relationship between error-correcting bind/unbind and tensor product binding and mathematical psychology models of memory: https://psyarxiv.com/pr8kd/

Somewhat more tangentially:

Using replicator equations (dynamic systems from evolutionary game theory) to find graph isomorphisms: https://proceedings.neurips.cc/paper/1998/file/0f3d014eead934bbdbacb62a01dc4831-Paper.pdf

Replicatror equations as an implementation of Bayesian inference (p28, Appendix A): https://arxiv.org/abs/0901.1342

Hope to see more developments on this topic!

Kind regards,
Evgeny

-- 

You received this message because you are subscribed to the Google Groups "VSACommunity" group.

To unsubscribe from this group and stop receiving emails from it, send an email to vsacommunity...@googlegroups.com.
To view this discussion on the web visit https://groups.google.com/d/msgid/vsacommunity/2B68CCBF-1173-4F81-AB34-EA7433174202%40ltu.se.