265 citations · 2.3k across the 48 of their papers we have counts for
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q-bio.QM2018
Learning protein constitutive motifs from sequence data
Jérôme Tubiana, Simona Cocco, Rémi Monasson
Statistical analysis of evolutionary-related protein sequences provides insights about their structure, function, and history. We show that Restricted Boltzmann Machines (RBM), des…
q-bio.NC2018★ 3 cited
Adaptation of olfactory receptor abundances for efficient coding
Tiberiu Tesileanu, Simona Cocco, Remi Monasson +1
Olfactory receptor usage is highly heterogeneous, with some receptor types being orders of magnitude more abundant than others. We propose an explanation for this striking fact: th…