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…