| 2025 | IJCNN | Graph Machine Learning for DNA Classification. | Luca Pedrelli, Veronica Guerrini, Nadia Pisanti, Alessio Micheli |
| 2023 | ICANN | Analysis and Interpretation of ECG Time Series Through Convolutional Neural Networks in Brugada Syndrome Diagnosis. | Alessio Micheli, Marco Natali, Luca Pedrelli, Lorenzo Simone, Maria-Aurora Morales, Marcello Piacenti, Federico Vozzi |
| 2021 | ESANN | Deep Echo State Networks for Functional Ambulation Categories Estimation. | Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini |
| 2020 | ICANN | ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks. | Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut |
| 2020 | IJCNN | Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech. | Luca Pedrelli, Xavier Hinaut |
| 2019 | ESANN | Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. | Claudio Gallicchio, Alessio Micheli, Luca Pedrelli |
| 2018 | ESANN | Deep Echo State Networks for Diagnosis of Parkinson's Disease. | Claudio Gallicchio, Alessio Micheli, Luca Pedrelli |