@fatihdinc.bsky.social
Theoretical neuroscience + explainable AI. @kitp-ucsb.bsky.social and @geometric-intel.bsky.social postdoc. PhD in Applied Physics, Stanford.
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!
06.07.2025 14:57 — 👍 0 🔁 0 💬 0 📌 0Wow! What a great perspective! Congrats @ninamiolane.bsky.social !
11.06.2025 18:06 — 👍 2 🔁 1 💬 0 📌 0
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)
Here is the correct link: bridgetoturkiye.org/our-work/sch...
24.04.2025 07:37 — 👍 0 🔁 0 💬 0 📌 0Announcement 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!
08.03.2025 23:01 — 👍 10 🔁 4 💬 0 📌 0
