467 citations · 4.2k across the 83 of their papers we have counts for
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On the entropy of protein families
John Barton, Arup Chakraborty, Simona Cocco +2
Proteins are essential components of living systems, capable of performing a huge variety of tasks at the molecular level, such as recognition, signalling, copy, transport, ... The…
Direct-Coupling Analysis of nucleotide coevolution facilitates RNA secondary and tertiary structure prediction
Eleonora De Leonardis, Benjamin Lutz, Sebastian Ratz +4
Despite the biological importance of non-coding RNA, their structural characterization remains challenging. Making use of the rapidly growing sequence databases, we analyze nucleot…
Transitions between spatial attractors in place-cell networks
R Monasson, S Rosay
The spontaneous transitions between D-dimensional spatial maps in an attractor neural network are studied. Two scenarios for the transition from on map to another are found, depend…
Learning probabilities from random observables in high dimensions: the maximum entropy distribution and others
Tomoyuki Obuchi, Simona Cocco, Rémi Monasson
We consider the problem of learning a target probability distribution over a set of binary variables from the knowledge of the expectation values (with this target distribution…
Estimating the principal components of correlation matrices from all their empirical eigenvectors
Rémi Monasson, Dario Villamaina
We consider the problem of estimating the principal components of a population correlation matrix from a limited number of measurement data. Using a combination of random matrix an…