
Stefano Sarao Mannelli
@stefsmlab
Assistant Professor @chalmersuniv and @goteborgsuni 🌱 ML + CogSci + StatPhys 🔎
@stefsm.bsky.social 🦋
ID: 106445769
https://stefsmlab.github.io/ 19-01-2010 15:51:04
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👂🦇 Our first bat paper is out! 🦇👂 How do bats tell navigation from social calls? Led by fearless Dr. Jenni Lawlor, 2P imaging shows that the auditory midbrain encodes categorical primitives. Nature Neuroscience: rdcu.be/ehEgz Cool morphing expts+more in final version 🧵👇


Amazing news! Congrats everyone and especially Devon Jarvis!

Our paper, “Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks” will be presented at ICLR 2025 this week (openreview.net/forum?id=27SSn…)! We derive closed-form dynamics for some, remarkably linear, feature learning ReLU networks (1/9)





Really happy to see this paper out, led by Nishil Patel in collaboration with Stefano Sarao Mannelli and Andrew Saxe: we apply the statistical physics toolbox to analyse a simple model of reinforcement learning, and find some cool effects, like a speed-accuracy trade-off for generalisation 🚀


Great news! This work has also been accepted into RLC for the Journal to Conference Track. Congrats Geraud Nangue Tasse and teams for the great result 🦾
