13 citations · 13 across the 3 of their papers we have counts for
4 papers
Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks
Michele Monti, Jonathan Fiorentino, Edoardo Milanetti +2
Methods for time series prediction and classification of gene regulatory networks (GRNs) from gene expression data have been treated separately so far. The recent emergence of atte…
New algorithm to determine a minimal representation of the molecular surface
Greta Grassmann, Mattia Miotto, Lorenzo Di Rienzo +3
Most proteins perform their biological function by interacting with one or more molecular partners. In this respect, characterizing the features of the molecular surface, especiall…
Alignment interactions drive structural transitions in biological tissues
Matteo Paoluzzi, Luca Angelani, Giorgio Gosti +3
Experimental evidence shows that there is a feedback between cell shape and cell motion. How this feedback impacts the collective behavior of dense cell monolayers remains an open…
Effect of dilution in asymmetric recurrent neural networks
Viola Folli, Giorgio Gosti, Marco Leonetti +1
We study with numerical simulation the possible limit behaviors of synchronous discrete-time deterministic recurrent neural networks composed of N binary neurons as a function of a…