
Stefano Sarao Mannelli
@stefsmlab
Assistant Professor @chalmersuniv and @goteborgsuni ๐ฑ ML + CogSci + StatPhys ๐
@stefsm.bsky.social ๐ฆ
ID: 106445769
https://stefsmlab.github.io/ 19-01-2010 15:51:04
190 Tweet
671 Followers
159 Following



๐๐ฆ Our first bat paper is out! ๐ฆ๐ 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 ๐งต๐


Amazing news! Congrats everyone and especially Devon Jarvis!

Our paper, โMake Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networksโ will be presented at ICLR 2025 this week (openreview.net/forum?id=27SSnโฆ)! 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 ๐


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 ๐ฆพ
