avm.bsky.social
Theory of Neural Networks (how the heck do they work?) Assistant Professor @RWTH Previous: Postdoc @EPFL, Swartz Fellow @Harvard Lab: https://avmlab.physik.rwth-aachen.de Personal: alexvanmeegen.github.io Background art: https://www.bettina-hachmann.de
👤 Joined on 25 September 2023
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@avm.bsky.social1/ Why does predicting in latent space (JEPA, CPC, SimCLR...) work so well on messy data, with changing lighting, camera angles, and busy backgrounds? The usual answer: it can ignore nuisance. But that answer holds a conundrum.
Show PostOur paper on odour categorization in the Drosophila mushroom body is now out in Cell Reports! 🎉 We found that αβ and α′β′ Kenyon cells—but not γ KCs—distinguish food-related from non-food odours at the population level. Very happy to see this work published! 🪰🧠 doi.org/10.1016/j.ce...
Show Post📣 Multiple Flatiron Research Fellow (FRF) postdoc positions are available in my @flatironinstitute.org group! We've never been better positioned to understand how high-dimensional nonlinear dynamical systems (neural circuits!) compute. If this is as exciting to you as it is to me, consider applying:
Show PostHow can RNNs re-use the same dynamics across different tasks to implement compositional computation? What are the consequences for network connectivity & activity? If you're interested, come and find out at the Bernstein Conference, poster session III-#48!
Show PostVery excited to see @ivychanchiwai.bsky.social PhD work out in Cell Reports @cellreports.bsky.social ! Together with Felipe Kalle Kossio, she reveals the functional consequences of non-random connections in our favorite circuit, the mushroom body calyx of #Drosophila www.cell.com/cell-reports...
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