Pietro Verzelli

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Echo State Networks

Principal Direction

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Pietro Verzelli, Cesare Alippi, Lorenzo Livi, Peter Tino
Input-to-State Representation in Linear Reservoirs Dynamics. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Pietro Verzelli, Cesare Alippi, Lorenzo Livi, Peter Tiño
Input representation in recurrent neural networks dynamics. CoRR (2020)
Pietro Verzelli, Cesare Alippi, Lorenzo Livi
Learn to Synchronize, Synchronize to Learn. CoRR (2020)
Pietro Verzelli, Laura Sacerdote
A study of dependency features of spike trains through copulas. Biosyst. 184 (2019)
Pietro Verzelli, Cesare Alippi, Lorenzo Livi
Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere. CoRR (2019)
Pietro Verzelli, Cesare Alippi, Lorenzo Livi
Hyper-spherical Reservoirs for Echo State Networks. ICANN (Workshop) (2019)
Pietro Verzelli, Lorenzo Livi, Cesare Alippi
A characterization of the Edge of Criticality in Binary Echo State Networks. CoRR (2018)
Pietro Verzelli, Lorenzo Livi, Cesare Alippi
A characterization of the Edge of Criticality in Binary echo State Networks. MLSP (2018)