271 citations · 597 across the 16 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
q-bio.PE2023
The effect of a linear feedback mechanism in a homeostasis model
Antonio Francesco Zirattu, Marta Biondo, Matteo Osella +1
Feedback loops are essential for regulating cell proliferation and maintaining the delicate balance between cell division and cell death. Thanks to the exact solution of a few simp…
cs.LG2023★ 6 cited
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation
Simone Ciceri, Lorenzo Cassani, Matteo Osella +3
To achieve near-zero training error in a classification problem, the layers of a feed-forward network have to disentangle the manifolds of data points with different labels, to fac…