GALLICCHIO, CLAUDIO Statistiche
GALLICCHIO, CLAUDIO
DIPARTIMENTO DI INFORMATICA
Hierarchical temporal representation in linear reservoir computing
In corso di stampa Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca
Benchmarking Nonlinear Readouts in Linear Reservoir Networks
2026-01-01 Lagomarsini, Giacomo; Ceni, Andrea; Gallicchio, Claudio
Direct Feedback Alignment for Recurrent Neural Networks
2026-01-01 Folchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio
Embedded deep reservoir computing for modelling complex industrial systems
2026-01-01 Ramon Rodriguez-Ossorio, J.; Gallicchio, C.; Moran, A.; Diaz, I.; Fuertes, J. J.; Dominguez, M.
Enhancing randomized recurrent neural networks with explainable attribution methods
2026-01-01 Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D.
Informed machine learning for complex data
2026-01-01 Oneto, L.; Navarin, N.; Micheli, A.; Pasa, L.; Gallicchio, C.; Bacciu, D.; Anguita, D.
RCbench: a unified framework for benchmarking reservoir computing systems
2026-01-01 Pilati, D.; Ceni, A.; Michieletti, F.; Gallicchio, C.; Ricciardi, C.; Milano, G.
Sparse assemblies of recurrent neural networks with stability guarantees
2026-01-01 Ceni, A.; De Caro, V.; Bacciu, D.; Gallicchio, C.
Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification
2025-01-01 Casella, B.; Fonio, S.; Sciandra, L.; Gallicchio, C.; Aldinucci, M.; Polato, M.; Esposito, R.
Graph Adaptive Autoregressive Moving Average Models
2025-01-01 Eliasof, M.; Gravina, A.; Ceni, A.; Gallicchio, C.; Bacciu, D.; Schonlieb, C. -B.
Hardware friendly deep reservoir computing
2025-01-01 Gallicchio, Claudio; Soriano, Miguel C.
Non-dissipative Propagation by Randomized Anti-symmetric Deep Graph Networks
2025-01-01 Gravina, A.; Gallicchio, C.; Bacciu, D.
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
2025-01-01 Gravina, A.; Eliasof, M.; Gallicchio, C.; Bacciu, D.; Schonlieb, C. -B.
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
2025-01-01 Heilig, Simon; Gravina, Alessio; Trenta, Alessandro; Gallicchio, Claudio; Bacciu, Davide
Residual Reservoir Memory Networks
2025-01-01 Pinna, M.; Ceni, A.; Gallicchio, C.
Sparse Reservoir Topologies for Physical Implementations of Random Oscillators Networks
2025-01-01 Cossu, A.; Ceni, A.; Bacciu, D.; Gallicchio, C.
Continuously Deep Recurrent Neural Networks
2024-01-01 Ceni, Andrea; Ford Dominey, Peter; Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca; Tortorella, Domenico
Decentralized Incremental Federated Learning with Echo State Networks
2024-01-01 Pompei, G.; Dazzi, P.; De Caro, V.; Gallicchio, C.
Deep Echo State Networks for Modelling of Industrial Systems
2024-01-01 Rodriguez-Ossorio, J. R.; Gallicchio, C.; Moran, A.; Diaz, I.; Fuertes, J. J.; Dominguez, M.
Edge of Stability Echo State Network
2024-01-01 Ceni, A.; Gallicchio, C.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Hierarchical temporal representation in linear reservoir computing | In corso di stampa | Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca | |
| Benchmarking Nonlinear Readouts in Linear Reservoir Networks | 1-gen-2026 | Lagomarsini, Giacomo; Ceni, Andrea; Gallicchio, Claudio | |
| Direct Feedback Alignment for Recurrent Neural Networks | 1-gen-2026 | Folchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio | |
| Embedded deep reservoir computing for modelling complex industrial systems | 1-gen-2026 | Ramon Rodriguez-Ossorio, J.; Gallicchio, C.; Moran, A.; Diaz, I.; Fuertes, J. J.; Dominguez, M. | |
| Enhancing randomized recurrent neural networks with explainable attribution methods | 1-gen-2026 | Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D. | |
| Informed machine learning for complex data | 1-gen-2026 | Oneto, L.; Navarin, N.; Micheli, A.; Pasa, L.; Gallicchio, C.; Bacciu, D.; Anguita, D. | |
| RCbench: a unified framework for benchmarking reservoir computing systems | 1-gen-2026 | Pilati, D.; Ceni, A.; Michieletti, F.; Gallicchio, C.; Ricciardi, C.; Milano, G. | |
| Sparse assemblies of recurrent neural networks with stability guarantees | 1-gen-2026 | Ceni, A.; De Caro, V.; Bacciu, D.; Gallicchio, C. | |
| Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification | 1-gen-2025 | Casella, B.; Fonio, S.; Sciandra, L.; Gallicchio, C.; Aldinucci, M.; Polato, M.; Esposito, R. | |
| Graph Adaptive Autoregressive Moving Average Models | 1-gen-2025 | Eliasof, M.; Gravina, A.; Ceni, A.; Gallicchio, C.; Bacciu, D.; Schonlieb, C. -B. | |
| Hardware friendly deep reservoir computing | 1-gen-2025 | Gallicchio, Claudio; Soriano, Miguel C. | |
| Non-dissipative Propagation by Randomized Anti-symmetric Deep Graph Networks | 1-gen-2025 | Gravina, A.; Gallicchio, C.; Bacciu, D. | |
| On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems | 1-gen-2025 | Gravina, A.; Eliasof, M.; Gallicchio, C.; Bacciu, D.; Schonlieb, C. -B. | |
| Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks | 1-gen-2025 | Heilig, Simon; Gravina, Alessio; Trenta, Alessandro; Gallicchio, Claudio; Bacciu, Davide | |
| Residual Reservoir Memory Networks | 1-gen-2025 | Pinna, M.; Ceni, A.; Gallicchio, C. | |
| Sparse Reservoir Topologies for Physical Implementations of Random Oscillators Networks | 1-gen-2025 | Cossu, A.; Ceni, A.; Bacciu, D.; Gallicchio, C. | |
| Continuously Deep Recurrent Neural Networks | 1-gen-2024 | Ceni, Andrea; Ford Dominey, Peter; Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca; Tortorella, Domenico | |
| Decentralized Incremental Federated Learning with Echo State Networks | 1-gen-2024 | Pompei, G.; Dazzi, P.; De Caro, V.; Gallicchio, C. | |
| Deep Echo State Networks for Modelling of Industrial Systems | 1-gen-2024 | Rodriguez-Ossorio, J. R.; Gallicchio, C.; Moran, A.; Diaz, I.; Fuertes, J. J.; Dominguez, M. | |
| Edge of Stability Echo State Network | 1-gen-2024 | Ceni, A.; Gallicchio, C. |