Luca Pedrelli

21 papers B 5Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
Graph Machine Learning for DNA Classification.
IJCNN
Luca Pedrelli, Veronica Guerrini, Nadia Pisanti, Alessio Micheli
2024 — conf
Continuously Deep Recurrent Neural Networks.
ECML/PKDD (7)
Andrea Ceni, Peter Ford Dominey, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Domenico Tortorella
2023 — conf
A Preliminary Evaluation of Machine Learning Models for the Diagnosis of Brugada Syndrome from ECG-Extracted Features.
WIRN
Alessio Micheli, Giovanna Maria Dimitri, Luca Pedrelli, Marco Tranchida, Lorenzo Bachi, Lucia Billeci, Maria-Aurora Morales, Federico Vozzi
2023 — conf
Analysis and Interpretation of ECG Time Series Through Convolutional Neural Networks in Brugada Syndrome Diagnosis.
ICANN (4)
Alessio Micheli, Marco Natali, Luca Pedrelli, Lorenzo Simone, Maria-Aurora Morales, Marcello Piacenti, Federico Vozzi
2022 J jnl
Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech.
IEEE Trans. Neural Networks Learn. Syst.
Luca Pedrelli, Xavier Hinaut
2021 B conf
Deep Echo State Networks for Functional Ambulation Categories Estimation.
ESANN
Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini
2020 — ch.
Hierarchical Temporal Representation in Linear Reservoir Computing.
Neural Advances in Processing Nonlinear Dynamic Signals
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2020 B conf
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech.
IJCNN
Luca Pedrelli, Xavier Hinaut
2020 — conf
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks.
ICANN (2)
Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut
2019 B conf
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction.
ESANN
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2019 — —
Deep Reservoir Computing: A Novel Class of Deep Recurrent Neural Networks.
Luca Pedrelli
2019 — conf
Fast Spectral Radius Initialization for Recurrent Neural Networks.
INNSBDDL
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2018 J jnl
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction.
CoRR
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2018 B conf
Deep Echo State Networks for Diagnosis of Parkinson's Disease.
ESANN
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2018 J jnl
Deep Echo State Networks for Diagnosis of Parkinson's Disease.
CoRR
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2018 J jnl
Design of deep echo state networks.
Neural Networks
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2017 J jnl
A learning system for automatic Berg Balance Scale score estimation.
Eng. Appl. Artif. Intell.
Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Erina Ferro, Luigi Fortunati, Davide La Rosa, Filippo Palumbo, Federico Vozzi, Oberdan Parodi
2017 J jnl
Deep reservoir computing: A critical experimental analysis.
Neurocomputing
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2017 J jnl
Hierarchical Temporal Representation in Linear Reservoir Computing.
CoRR
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
2015 — conf
A Reservoir Computing Approach for Balance Assessment.
AALTD@PKDD/ECML (Revised Selected Papers)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Luigi Fortunati, Federico Vozzi, Oberdan Parodi
2015 — conf
Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment.
AALTD@PKDD/ECML
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Federico Vozzi, Oberdan Parodi