📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...

New preprint from the lab! 🚀 Bariscan Kurtkaya, Fatih Dinc & coauthors explore how AI models remember by training 35,000+ RNNs to store numerical values for variable periods of time🧠 They show how learning rate & timing shape memory —offering insights for both AI & neuroscience! 👇

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