Luca Pedrelli

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Medical Practice

Echo State Networks

Hierarchically Structured

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Luca Pedrelli, Xavier Hinaut
Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini
Deep Echo State Networks for Functional Ambulation Categories Estimation. ESANN (2021)
Luca Pedrelli, Xavier Hinaut
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech. IJCNN (2020)
Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks. ICANN (2) (2020)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Fast Spectral Radius Initialization for Recurrent Neural Networks. INNSBDDL (2019)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. ESANN (2019)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Deep Echo State Networks for Diagnosis of Parkinson's Disease. ESANN (2018)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Deep Echo State Networks for Diagnosis of Parkinson's Disease. CoRR (2018)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Design of deep echo state networks. Neural Networks 108 (2018)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. CoRR (2018)
Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Erina Ferro, Luigi Fortunati, Davide La Rosa, Filippo Palumbo, Federico Vozzi, Oberdan Parodi
A learning system for automatic Berg Balance Scale score estimation. Eng. Appl. Artif. Intell. 66 (2017)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Hierarchical Temporal Representation in Linear Reservoir Computing. CoRR (2017)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Deep reservoir computing: A critical experimental analysis. Neurocomputing 268 (2017)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Federico Vozzi, Oberdan Parodi
Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment. AALTD@PKDD/ECML (2015)
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Luigi Fortunati, Federico Vozzi, Oberdan Parodi
A Reservoir Computing Approach for Balance Assessment. AALTD@PKDD/ECML (Revised Selected Papers) (2015)