Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Pedrelli, Luca"'
Autor:
Vozzi, Federico, Pedrelli, Luca, Dimitri, Giovanna Maria, Micheli, Alessio, Persiani, Elisa, Piacenti, Marcello, Rossi, Andrea, Solarino, Gianluca, Pieragnoli, Paolo, Checchi, Luca, Zucchelli, Giulio, Mazzocchetti, Lorenzo, De Lucia, Raffaele, Nesti, Martina, Notarstefano, Pasquale, Morales, Maria Aurora
Publikováno v:
In Heliyon 15 February 2024 10(3)
Coherent, broadband pulses of extreme ultraviolet (XUV) light provide a new and exciting tool for exploring attosecond electron dynamics. Using photoelectron streaking, interferometric spectrograms can be generated that contain a wealth of informatio
Externí odkaz:
http://arxiv.org/abs/2002.12611
We propose an experimental comparison between Deep Echo State Networks (DeepESNs) and gated Recurrent Neural Networks (RNNs) on multivariate time-series prediction tasks. In particular, we compare reservoir and fully-trained RNNs able to represent si
Externí odkaz:
http://arxiv.org/abs/1812.11527
In this paper, we introduce a novel approach for diagnosis of Parkinson's Disease (PD) based on deep Echo State Networks (ESNs). The identification of PD is performed by analyzing the whole time-series collected from a tablet device during the sketch
Externí odkaz:
http://arxiv.org/abs/1802.06708
Recently, studies on deep Reservoir Computing (RC) highlighted the role of layering in deep recurrent neural networks (RNNs). In this paper, the use of linear recurrent units allows us to bring more evidence on the intrinsic hierarchical temporal rep
Externí odkaz:
http://arxiv.org/abs/1705.05782
Publikováno v:
In Neural Networks December 2018 108:33-47
Autor:
Bacciu, Davide, Chessa, Stefano, Gallicchio, Claudio, Micheli, Alessio, Pedrelli, Luca, Ferro, Erina, Fortunati, Luigi, La Rosa, Davide, Palumbo, Filippo, Vozzi, Federico, Parodi, Oberdan
Publikováno v:
In Engineering Applications of Artificial Intelligence November 2017 66:60-74
Autor:
Cattaneo Laura, Vos Jannie, Bello Roger Yulio, Palacios Alicia, Heuser Sebastian, Pedrelli Luca, Lucchini Matteo, Cirelli Claudio, Martin Fernando, Keller Ursula
Publikováno v:
EPJ Web of Conferences, Vol 205, p 06004 (2019)
In this study we investigate the dissociative photoionization of molecular hydrogen H2, addressing the influence of autoionizing states and nuclear motion on the photoelectron dynamics. Experimental results are compared with ab initio calculations.
Externí odkaz:
https://doaj.org/article/449564cc41b048299d6b6ab074f5f97d
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Akademický článek
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