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Luca Pedrelli
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Deep reservoir computing: A critical experimental analysis
C Gallicchio, A Micheli, L Pedrelli
Neurocomputing 268, 87-99, 2017
4612017
Design of deep echo state networks
C Gallicchio, A Micheli, L Pedrelli
Neural Networks 108, 33-47, 2018
2112018
Deep echo state networks for diagnosis of parkinson's disease
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1802.06708, 2018
582018
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1812.11527, 2018
532018
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks
N Trouvain, L Pedrelli, TT Dinh, X Hinaut
International Conference on Artificial Neural Networks, 494-505, 2020
492020
A learning system for automatic Berg Balance Scale score estimation
D Bacciu, S Chessa, C Gallicchio, A Micheli, L Pedrelli, E Ferro, ...
Engineering Applications of Artificial Intelligence 66, 60-74, 2017
362017
Hierarchical temporal representation in linear reservoir computing
C Gallicchio, A Micheli, L Pedrelli
Neural Advances in Processing Nonlinear Dynamic Signals 27, 119-129, 2019
172019
Fast spectral radius initialization for recurrent neural networks
C Gallicchio, A Micheli, L Pedrelli
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
102020
Hierarchical-task reservoir for online semantic analysis from continuous speech
L Pedrelli, X Hinaut
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2654-2663, 2021
92021
A reservoir computing approach for balance assessment
C Gallicchio, A Micheli, L Pedrelli, L Fortunati, F Vozzi, O Parodi
Advanced Analysis and Learning on Temporal Data: First ECML PKDD Workshop …, 2016
92016
Deep Echo State Networks for diagnosis of Parkinson’s disease. arXiv 2018
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1802.06708, 0
8
Hierarchical-task reservoir for anytime POS tagging from continuous speech
L Pedrelli, X Hinaut
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
72020
Preliminary experimental analysis of reservoir computing approach for balance assessment
C Gallicchio, A Micheli, L Pedrelli, F Vozzi, O Parodi
CEUR WORKSHOP PROCEEDINGS 1425, 57-62, 2015
22015
Latent space exploration and functionalization of a gated working memory model using conceptors
A Strock, NP Rougier, X Hinaut
Cognitive Computation 15 (5), 1485-1496, 2023
12023
Deep reservoir computing: A novel class of deep recurrent neural networks
L Pedrelli
12019
PREDICTIVE MACHINE LEARNING MODEL FOR MECHANICAL DILATATION IN TRANSVENOUS LEAD EXTRACTION PROCEDURES
R De Lucia, A Micheli, A Parlato, M Podda, L Pedrelli, M Parollo, L Segreti, ...
European Heart Journal Supplements 26 (Supplement_2), ii82-ii82, 2024
2024
Echo state networks for the recognition of type 1 Brugada syndrome from conventional 12-LEAD ECG
F Vozzi, L Pedrelli, GM Dimitri, A Micheli, E Persiani, M Piacenti, A Rossi, ...
Heliyon 10 (3), 2024
2024
Analysis and Interpretation of ECG Time Series Through Convolutional Neural Networks in Brugada Syndrome Diagnosis
A Micheli, M Natali, L Pedrelli, L Simone, MA Morales, M Piacenti, F Vozzi
International Conference on Artificial Neural Networks, 26-36, 2023
2023
Deep Echo State Networks for Functional Ambulation Categories Estimation.
L Pedrelli, M Tramontano, G Vannozzi, A Mannini
ESANN, 2021
2021
Reti Neurali Dinamiche per la stima dell’Equilibrio Posturale
L Pedrelli, R Controrelatore, A Micheli, G Attardi, DC Gallicchio
2015
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Artikler 1–20