467 citations · 4.2k across the 83 of their papers we have counts for
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Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural Networks
Arnaud Fanthomme, Rémi Monasson
We study the learning dynamics and the representations emerging in Recurrent Neural Networks trained to integrate one or multiple temporal signals. Combining analytical and numeric…
Survival probability and size of lineages in antibody affinity maturation
Marco Molari, Rémi Monasson, Simona Cocco
Affinity Maturation (AM) is the process through which the immune system is able to develop potent antibodies against new pathogens it encounters, and is at the base of the efficacy…
Inferring epistasis from genomic data with comparable mutation and outcrossing rate
Hong-Li Zeng, Eugenio Mauri, Vito Dichio +3
We consider a population evolving due to mutation, selection and recombination, where selection includes single-locus terms (additive fitness) and two-loci terms (pairwise epistati…
On the Spectrum of Multi-Space Euclidean Random Matrices
Aldo Battista, Remi Monasson
We consider the additive superimposition of an extensive number of independent Euclidean Random Matrices in the high-density regime. The resolvent is computed with techniques from…