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
Euler State Networks: Non-dissipative Reservoir Computing
2024-01-01 Gallicchio, C.
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
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
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.
Echo state graph neural networks with analogue random resistive memory arrays
2023-01-01 Wang, S.; Li, Y.; Wang, D.; Zhang, W.; Chen, X.; Dong, D.; Wang, S.; Zhang, X.; Lin, P.; Gallicchio, C.; Xu, X.; Liu, Q.; Cheng, K. -T.; Wang, Z.; Shang, D.; Liu, M.
Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding
2023-01-01 Carta, A.; Carfi, G.; De Caro, V.; Gallicchio, C.
Improving Fairness via Intrinsic Plasticity in Echo State Networks
2023-01-01 Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca
Prediction of Driver’s Stress Affection in Simulated Autonomous Driving Scenarios
2023-01-01 De Caro, Valerio; Danzinger, Herbert; Gallicchio, Claudio; Könczöl, Clemens; Lomonaco, Vincenzo; Marmpena, Mina; Politi, Sevasti; Veledar, Omar; Bacciu, Davide
Safety and Robustness for Deep Neural Networks: An Automotive Use Case
2023-01-01 Bacciu, Davide; Carta, Antonio; Gallicchio, Claudio; Schmittner, Christoph
TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence
2023-01-01 Bacciu, D.; Tserpes, K.; Coppola, M.; Macher, G.; Gallicchio, C.; Veledar, O.; Anaxagorou, A. M.; Dazzi, P.
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving
2022-01-01 De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara, P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D.
Architectural richness in deep reservoir computing
2022-01-01 Gallicchio, C.; Micheli, A.
Artificial intelligence algorithms for the recognition of Brugada type 1 pattern on standard 12-leads ECG
2022-01-01 Vozzi, F; Dimitri, Gm; Piacenti, M; Zucchelli, G; Solarino, G; Nesti, M; Pieragnoli, P; Gallicchio, C; Persiani, E; Morales, Ma; Micheli, A
Continual Learning for Human State Monitoring
2022-01-01 Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide
| 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 | |
| Euler State Networks: Non-dissipative Reservoir Computing | 1-gen-2024 | Gallicchio, C. | |
| 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 | |
| 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 | |
| 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. | |
| Echo state graph neural networks with analogue random resistive memory arrays | 1-gen-2023 | Wang, S.; Li, Y.; Wang, D.; Zhang, W.; Chen, X.; Dong, D.; Wang, S.; Zhang, X.; Lin, P.; Gallicchio, C.; Xu, X.; Liu, Q.; Cheng, K. -T.; Wang, Z.; Shang, D.; Liu, M. | |
| Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding | 1-gen-2023 | Carta, A.; Carfi, G.; De Caro, V.; Gallicchio, C. | |
| Improving Fairness via Intrinsic Plasticity in Echo State Networks | 1-gen-2023 | Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca | |
| Prediction of Driver’s Stress Affection in Simulated Autonomous Driving Scenarios | 1-gen-2023 | De Caro, Valerio; Danzinger, Herbert; Gallicchio, Claudio; Könczöl, Clemens; Lomonaco, Vincenzo; Marmpena, Mina; Politi, Sevasti; Veledar, Omar; Bacciu, Davide | |
| Safety and Robustness for Deep Neural Networks: An Automotive Use Case | 1-gen-2023 | Bacciu, Davide; Carta, Antonio; Gallicchio, Claudio; Schmittner, Christoph | |
| TEACHING: A Computing Toolkit for Building Efficient Autonomous appliCations Leveraging Humanistic INtelliGence | 1-gen-2023 | Bacciu, D.; Tserpes, K.; Coppola, M.; Macher, G.; Gallicchio, C.; Veledar, O.; Anaxagorou, A. M.; Dazzi, P. | |
| AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving | 1-gen-2022 | De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara, P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D. | |
| Architectural richness in deep reservoir computing | 1-gen-2022 | Gallicchio, C.; Micheli, A. | |
| Artificial intelligence algorithms for the recognition of Brugada type 1 pattern on standard 12-leads ECG | 1-gen-2022 | Vozzi, F; Dimitri, Gm; Piacenti, M; Zucchelli, G; Solarino, G; Nesti, M; Pieragnoli, P; Gallicchio, C; Persiani, E; Morales, Ma; Micheli, A | |
| Continual Learning for Human State Monitoring | 1-gen-2022 | Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide |