CENI, ANDREA Statistiche
CENI, ANDREA
DIPARTIMENTO DI INFORMATICA
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
Enhancing randomized recurrent neural networks with explainable attribution methods
2026-01-01 Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D.
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
Edge of Stability Echo State Network
2024-01-01 Ceni, A.; Gallicchio, C.
EMERGE - Emergent Awareness from Minimal Collectives
2024-01-01 Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian
Enhancing Echo State Networks with Gradient-based Explainability Methods
2024-01-01 Spinnato, Francesco; Cossu, Andrea; Guidotti, Riccardo; Ceni, Andrea; Gallicchio, Claudio; Bacciu, Davide
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
Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning
2024-01-01 Ceni, A.; Gallicchio, C.
An application for remote respiratory patterns detection in post-surgery patients
2023-01-01 Vignali, Emanuele; Miglior, Luca; Gasparotti, Emanuele; Ceni, Andrea; Zirafa, Cristina; Haxhiademi, Dorela; Frediani, Lara; Melfi, Franca; Berti, Segio; Gervasi, Vincenzo; Celi, Simona
Improving Fairness via Intrinsic Plasticity in Echo State Networks
2023-01-01 Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 | |
| Enhancing randomized recurrent neural networks with explainable attribution methods | 1-gen-2026 | Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D. | |
| 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 | |
| Edge of Stability Echo State Network | 1-gen-2024 | Ceni, A.; Gallicchio, C. | |
| EMERGE - Emergent Awareness from Minimal Collectives | 1-gen-2024 | Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian | |
| Enhancing Echo State Networks with Gradient-based Explainability Methods | 1-gen-2024 | Spinnato, Francesco; Cossu, Andrea; Guidotti, Riccardo; Ceni, Andrea; Gallicchio, Claudio; Bacciu, Davide | |
| 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 | |
| Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning | 1-gen-2024 | Ceni, A.; Gallicchio, C. | |
| An application for remote respiratory patterns detection in post-surgery patients | 1-gen-2023 | Vignali, Emanuele; Miglior, Luca; Gasparotti, Emanuele; Ceni, Andrea; Zirafa, Cristina; Haxhiademi, Dorela; Frediani, Lara; Melfi, Franca; Berti, Segio; Gervasi, Vincenzo; Celi, Simona | |
| Improving Fairness via Intrinsic Plasticity in Echo State Networks | 1-gen-2023 | Ceni, Andrea; Bacciu, Davide; De Caro, Valerio; Gallicchio, Claudio; Oneto, Luca |