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
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.
Euler State Networks: Non-dissipative Reservoir Computing
2024-01-01 Gallicchio, C.
Investigating over-parameterized randomized graph networks
2024-01-01 Donghi, G.; Pasa, L.; Oneto, L.; Gallicchio, C.; Micheli, A.; Anguita, D.; Sperduti, A.; Navarin, N.
Long Range Propagation on Continuous-Time Dynamic Graphs
2024-01-01 Gravina, A.; Lovisotto, G.; Gallicchio, C.; Bacciu, D.; Grohnfeldt, C.
Non-dissipative Reservoir Computing Approaches for Time-Series Classification
2024-01-01 Gallicchio, C.; Ceni, A.
Random Oscillators Network for Time Series Processing
2024-01-01 Ceni, Andrea; Cossu, Andrea; Stolzle, Maximilian; Liu, Jingyue; DELLA SANTINA, Cosimo; Bacciu, Davide; Gallicchio, Claudio
Reservoir Computing neural networks for estimating mechanical properties of hot steel strips
2024-01-01 Motta, F.; Gallicchio, C.
Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning
2024-01-01 Ceni, A.; Gallicchio, C.
TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview
2024-01-01 De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D.
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence
2023-01-01 Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide
An Untrained Neural Model for Fast and Accurate Graph Classification
2023-01-01 Navarin, N.; Pasa, L.; Gallicchio, C.; Sperduti, A.
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks
2023-01-01 Gravina, Alessio; Bacciu, Davide; Gallicchio, Claudio
Architectural richness in deep reservoir computing
2023-01-01 Gallicchio, C.; Micheli, A.
Communication-Efficient Ridge Regression in Federated Echo State Networks
2023-01-01 De Caro, Valerio; Di Mauro, Antonio; Bacciu, Davide; Gallicchio, Claudio
Continual adaptation of federated reservoirs in pervasive environments
2023-01-01 De Caro, V.; Gallicchio, C.; Bacciu, D.
Diversifying Non-dissipative Reservoir Computing Dynamics
2023-01-01 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 | |
| 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. | |
| Euler State Networks: Non-dissipative Reservoir Computing | 1-gen-2024 | Gallicchio, C. | |
| Investigating over-parameterized randomized graph networks | 1-gen-2024 | Donghi, G.; Pasa, L.; Oneto, L.; Gallicchio, C.; Micheli, A.; Anguita, D.; Sperduti, A.; Navarin, N. | |
| Long Range Propagation on Continuous-Time Dynamic Graphs | 1-gen-2024 | Gravina, A.; Lovisotto, G.; Gallicchio, C.; Bacciu, D.; Grohnfeldt, C. | |
| Non-dissipative Reservoir Computing Approaches for Time-Series Classification | 1-gen-2024 | Gallicchio, C.; Ceni, A. | |
| Random Oscillators Network for Time Series Processing | 1-gen-2024 | Ceni, Andrea; Cossu, Andrea; Stolzle, Maximilian; Liu, Jingyue; DELLA SANTINA, Cosimo; Bacciu, Davide; Gallicchio, Claudio | |
| Reservoir Computing neural networks for estimating mechanical properties of hot steel strips | 1-gen-2024 | Motta, F.; Gallicchio, C. | |
| Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning | 1-gen-2024 | Ceni, A.; Gallicchio, C. | |
| TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview | 1-gen-2024 | De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D. | |
| AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence | 1-gen-2023 | Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide | |
| An Untrained Neural Model for Fast and Accurate Graph Classification | 1-gen-2023 | Navarin, N.; Pasa, L.; Gallicchio, C.; Sperduti, A. | |
| Anti-Symmetric DGN: a stable architecture for Deep Graph Networks | 1-gen-2023 | Gravina, Alessio; Bacciu, Davide; Gallicchio, Claudio | |
| Architectural richness in deep reservoir computing | 1-gen-2023 | Gallicchio, C.; Micheli, A. | |
| Communication-Efficient Ridge Regression in Federated Echo State Networks | 1-gen-2023 | De Caro, Valerio; Di Mauro, Antonio; Bacciu, Davide; Gallicchio, Claudio | |
| Continual adaptation of federated reservoirs in pervasive environments | 1-gen-2023 | De Caro, V.; Gallicchio, C.; Bacciu, D. | |
| Diversifying Non-dissipative Reservoir Computing Dynamics | 1-gen-2023 | Gallicchio, C. |