
Stefano Sarao Mannelli
@stefsmlab
Assistant Professor @chalmersuniv and @goteborgsuni π± ML + CogSci + StatPhys π
@stefsm.bsky.social π¦
ID: 106445769
https://stefsmlab.github.io/ 19-01-2010 15:51:04
190 Tweet
671 Followers
159 Following



ππ¦ Our first bat paper is out! π¦π 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 π§΅π


Amazing news! Congrats everyone and especially Devon Jarvis!

Our paper, βMake Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networksβ will be presented at ICLR 2025 this week (openreview.net/forum?id=27SSnβ¦)! 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 π


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 π¦Ύ
