Super excited about this work and to have gotten a chance to work with @andyalexander.bsky.social @fatihdinc.bsky.social @xiaoxiao-lin.bsky.social and May Chan on predictive pursuit in RNNs and mice!
Come check out our poster "[2-018] Predictive pursuit emerges in high dimensions" Friday from 1-4p if you are at #cosyne2016! This work was led (and is presented) by the amazing @wtredman.bsky.social alongside an awesome team incld. @xiaoxiao-lin.bsky.social, @fatihdinc.bsky.social, and May Chan.
We’re excited to kick off this year’s REAL AI Seminar Series! 🤖✨
Thrilled to start with @fatihdinc.bsky.social , thanks for joining us to launch the series.
Dr. Fatih Dinc gave a wonderful talk on biological versus artificial neural networks 🤯 @ucsbece.bsky.social @geometric-intel.bsky.social
Love to see it from @fatihdinc.bsky.social 😼🐼
Looking forward to seeing future talks from @ai-ucsb.bsky.social @ucsbece.bsky.social
Our illustrated guide to non-Euclidian ML is finally published!
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
Visiting Wisconsin-Madison this week to attend #SIAMAG25. Would love to connect with fellow researchers, say hi if you are around!
Wow! What a great perspective! Congrats @ninamiolane.bsky.social !
Two papers out today on RL in the dopaminergic neurons of the midbrain of mice (one from McGill's new PI @paulmasset.bsky.social). Both papers demonstrate heterogeneity in discount factors!
www.nature.com/articles/s41...
nature.com/articles/s41...
🧠📈 🧪 #NeuroAI
🚨Higher-order combinatorial models in TDL are notoriously slow and resource-hungry. Can we do better?
Introducing:
🚀 𝐇𝐎𝐏𝐒𝐄: A Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations 🚀
📝 arXiv: arxiv.org/abs/2505.15405
🧵 (1/6)
Announcement of a new scholarship program for Turkish students seeking internships in the US!
BTF is now officially accepting funding applications: bridgetoturkiye.org/our-work/schol…
The program requires you to apply with a mentor, who can be a PhD or a postdoc in a US institution.
How does AI memorize information? How does ChatGPT remember your name? How do RNNs keep track of simple numbers?
Our new paper led by Bariscan Kurtkaya & Fatih Dinc explores the geometry of short-term memory in neural networks—revealing limits in how information is stored!🧵
arxiv.org/abs/2502.17433
My PhD work is now out! Here, we set out to formalize the neural manifold hypothesis and explain several experimental phenomena in systems neuroscience with a single theoretical framework. I highly recommend giving it a read, though tweetprint come much later!
