marcociapparelli.bsky.social
Post-Doc, Center for Mind/Brain Sciences (CIMeC), University of Trento. https://marcociapparelli.github.io/
👤 Joined on 27 February 2025
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@marcociapparelli.bsky.socialImagine two people standing in the same spot, looking at the same Goya. They inspect exactly the same parts of the painting, but in a different order. Later, they talk about what they saw. Ignoring all other differences: are the memories they formed identical?
Show PostVery happy to share our new work. Do our eye movements reveal how we structure information in working memory? We found that eye movements adapt to memory demands, shifting from sequential sampling during encoding to replay-like revisitation during maintenance. dx.plos.org/10.1371/jour...
Show PostHow do we remember an image after seeing it just once? 🧠🧪 Now out in @natcomms.nature.com: neurons in mid-level visual cortex (V4) carry signatures that predict successful one-shot recognition memory. Led by Grace DiRisio, w/ @marlenecohen.bsky.social doi.org/10.1038/s41467-026-78369-0
Show PostHow much representational diversity exists around a trained network? A lot, it turns out! Moving a ViT’s weights by 1.3% while preserving its predictions, its representations end up less similar to the original than a random-init ViT’s ‼️ New paper: Hessian Null Space Continuation (HNC) 💫🧵 (1/12)
Show PostDifferent internals with matched task behaviour raise a useful next question: do the alternative networks also fail differently under distribution shift? That could turn representational diversity into something operationally valuable.
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