A characterization of the Edge of Criticality in Binary echo State Networks. - Pietro Verzelli; Lorenzo Livi; Cesare Alippi (MLSP, 2018)

Hyper-spherical Reservoirs for Echo State Networks. - Pietro Verzelli; Cesare Alippi; Lorenzo Livi (ICANN (Workshop), 2019)

A study of dependency features of spike trains through copulas. - Pietro Verzelli; Laura Sacerdote (Biosyst., 2019)

Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere. - Pietro Verzelli; Cesare Alippi; Lorenzo Livi (CoRR, 2019)

Input representation in recurrent neural networks dynamics. - Pietro Verzelli; Cesare Alippi; Lorenzo Livi; Peter Tiño (CoRR, 2020)

Learn to Synchronize, Synchronize to Learn. - Pietro Verzelli; Cesare Alippi; Lorenzo Livi (CoRR, 2020)

Input-to-State Representation in Linear Reservoirs Dynamics. - Pietro Verzelli; Cesare Alippi; Lorenzo Livi; Peter Tino (IEEE Trans. Neural Networks Learn. Syst., 2022)

Physics-Informed Graph Neural Cellular Automata: an Application to Compartmental Modelling. - Nicolò Navarin; Paolo Frazzetto; Luca Pasa; Pietro Verzelli; Filippo Visentin; Alessandro Sperduti; Cesare Alippi (IJCNN, 2024)