Prediction of gene expression time series and structural analysis of gene regulatory networks using recurrent neural networks

Michele Monti∗†,1, 2 Jonathan Fiorentino, Edoardo Milanetti, 3 Giorgio Gosti, and Gian Gaetano Tartaglia†2, 3, 5 Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona RNA System Biology Lab, department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia, Via Morego 30, 16163 ,Genoa, Italy. Center for Life Nano& Neuro-Science, Istituto Italiano di Tecnologia, Viale Regina Elena 291, 00161, Rome, Italy Department of Physics, Sapienza University, Piazzale Aldo Moro 5, 00185, Rome, Italy Department of Biology and Biotechnology Charles Darwin, Sapienza University of Rome, Rome 00185, Italy