Pietro Verzelli

According to our database, Pietro Verzelli authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

Input-to-State Representation in Linear Reservoirs Dynamics.

Pietro Verzelli, Cesare Alippi, Lorenzo Livi, Peter Tino

IEEE Trans. Neural Networks Learn. Syst., 2022

2020

Learn to Synchronize, Synchronize to Learn.

Pietro Verzelli, Cesare Alippi, Lorenzo Livi

CoRR, 2020

Input representation in recurrent neural networks dynamics.

Pietro Verzelli, Cesare Alippi, Lorenzo Livi, Peter Tiño

CoRR, 2020

2019

Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere.

Pietro Verzelli, Cesare Alippi, Lorenzo Livi

CoRR, 2019

A study of dependency features of spike trains through copulas.

Pietro Verzelli, Laura Sacerdote

Biosyst., 2019

Hyper-spherical Reservoirs for Echo State Networks.

Pietro Verzelli, Cesare Alippi, Lorenzo Livi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

A characterization of the Edge of Criticality in Binary echo State Networks.

Pietro Verzelli, Lorenzo Livi, Cesare Alippi

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018