3 papers
q-bio.NC2025
Universal scale-free representations in human visual cortex
Raj Magesh Gauthaman, Brice Ménard, Michael F. Bonner
How does the human brain encode complex visual information? While previous research has characterized individual dimensions of visual representation in cortex, we still lack a comp…
cs.LG2024
On the universality of neural encodings in CNNs
Florentin Guth, Brice Ménard
We explore the universality of neural encodings in convolutional neural networks trained on image classification tasks. We develop a procedure to directly compare the learned weigh…
astro-ph.CO2024
Cosmological constraints from weak lensing scattering transform using HSC Y1 data
Sihao Cheng, Gabriela A. Marques, Daniela Grandón +4
As weak lensing surveys go deeper, there is an increasing need for reliable characterization of non-Gaussian structures at small angular scales. Here we present the first cosmologi…