Andrea Brovelli
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brovelli.bsky.social
Andrea Brovelli
@brovelli.bsky.social
Neuroscientist, systems science for neuroscience, neural interactions, human learning
https://brovelli.github.io/
https://www.youtube.com/@brovelli
Reposted by Andrea Brovelli
Our findings pave the way for biologically-inspired vision architectures that move beyond purely feedforward or locally recurrent designs by incorporating explicit top-down pathways alongside stochastic regularization

To read the full story, check out the preprint 👇
arxiv.org/abs/2508.07115
Sensory robustness through top-down feedback and neural stochasticity in recurrent vision models
Biological systems leverage top-down feedback for visual processing, yet most artificial vision models succeed in image classification using purely feedforward or recurrent architectures, calling into...
arxiv.org
August 18, 2025 at 11:18 AM
A big thanks to all collaborators!
@ecombrisson.bsky.social @danielemarinazzo.bsky.social @lordgrilo.bsky.social Ruggero Basanisini, Matteo Neri, Guillaume Auzias and Stefano Panzeri
August 10, 2025 at 10:39 AM
April 25, 2025 at 6:11 AM
Great work!
April 23, 2025 at 7:39 PM
Drop me an email Thomas. My group could be a soft landing. And I could suggest you other labs in France/EU, in case
February 23, 2025 at 7:40 PM