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q-bio.NC2026
Can neurons speak? Semantic narration of vision at single-cell resolution
Arnau Marin-Llobet, Richard Hakim, Sara Matias +3
Identifying what individual neurons encode in higher-order visual cortex is an open problem. Responses resist intuitive parameterization, and the deep-network embeddings used in th…
q-bio.NC2024
Clustering Inductive Biases with Unrolled Networks
Jonathan Huml, Abiy Tasissa, Demba Ba
The classical sparse coding (SC) model represents visual stimuli as a linear combination of a handful of learned basis functions that are Gabor-like when trained on natural image d…