Andrea Ceni

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Dependence Structure

Echo State Networks

Top Venues

Publications

Andrea Ceni, Claudio Gallicchio
Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning. Neurocomputing 597 (2024)
Andrea Ceni, Andrea Cossu, Maximilian W. Stölzle, Jingyue Liu, Cosimo Della Santina, Davide Bacciu, Claudio Gallicchio
Random Oscillators Network for Time Series Processing. AISTATS (2024)
Andrea Ceni, Davide Bacciu, Valerio De Caro, Claudio Gallicchio, Luca Oneto
Improving Fairness via Intrinsic Plasticity in Echo State Networks. ESANN (2023)
Claudio Gallicchio, Andrea Ceni
Residual Reservoir Computing Neural Networks for Time-series Classification. ESANN (2023)
Peter Ashwin, Andrea Ceni
Transitions in echo index and dependence on input repetitions. CoRR (2023)
Andrea Ceni, Claudio Gallicchio
Edge of stability echo state networks. CoRR (2023)
Andrea Ceni, Claudio Gallicchio
Orthogonality in Additive Echo State Networks. ESANN (2022)
Andrea Ceni
Random orthogonal additive filters: a solution to the vanishing/exploding gradient of deep neural networks. CoRR (2022)
Andrea Ceni, Peter Ashwin, Lorenzo Livi
Interpreting Recurrent Neural Networks Behaviour via Excitable Network Attractors. Cogn. Comput. 12 (2) (2020)
Andrea Ceni, Peter Ashwin, Lorenzo Livi
Interpreting RNN behaviour via excitable network attractors. CoRR (2018)