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Claudio Gallicchio
Claudio Gallicchio
Associate Professor at the Department of Computer Science, University of Pisa
Adresse e-mail validée de unipi.it - Page d'accueil
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Deep reservoir computing: A critical experimental analysis
C Gallicchio, A Micheli, L Pedrelli
Neurocomputing 268, 87-99, 2017
5462017
Graph echo state networks
C Gallicchio, A Micheli
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010
3022010
Design of deep echo state networks
C Gallicchio, A Micheli, L Pedrelli
Neural Networks 108, 33-47, 2018
2462018
Architectural and markovian factors of echo state networks
C Gallicchio, A Micheli
Neural Networks 24 (5), 440-456, 2011
2082011
Human activity recognition using multisensor data fusion based on reservoir computing
F Palumbo, C Gallicchio, R Pucci, A Micheli
Journal of Ambient Intelligence and Smart Environments 8 (2), 87-107, 2016
1842016
Echo state property of deep reservoir computing networks
C Gallicchio, A Micheli
Cognitive Computation 9, 337-350, 2017
1702017
Internet of robotic things–converging sensing/actuating, hyperconnectivity, artificial intelligence and IoT platforms
O Vermesan, A Bröring, E Tragos, M Serrano, D Bacciu, S Chessa, ...
Cognitive hyperconnected digital transformation, 97-155, 2022
1532022
An experimental characterization of reservoir computing in ambient assisted living applications
D Bacciu, P Barsocchi, S Chessa, C Gallicchio, A Micheli
Neural Computing and Applications 24, 1451-1464, 2014
1402014
Deep echo state network (deepesn): A brief survey
C Gallicchio, A Micheli
arXiv preprint arXiv:1712.04323, 2017
1322017
Fast and deep graph neural networks
C Gallicchio, A Micheli
Proceedings of the AAAI conference on artificial intelligence 34 (04), 3898-3905, 2020
1162020
Deep randomized neural networks
C Gallicchio, S Scardapane
Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020
892020
Tree echo state networks
C Gallicchio, A Micheli
Neurocomputing 101, 319-337, 2013
872013
Deep echo state networks for diagnosis of parkinson's disease
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1802.06708, 2018
67*2018
Local lyapunov exponents of deep echo state networks
C Gallicchio, A Micheli, L Silvestri
Neurocomputing 298, 34-45, 2018
642018
Anti-symmetric dgn: a stable architecture for deep graph networks
A Gravina, D Bacciu, C Gallicchio
arXiv preprint arXiv:2210.09789, 2022
632022
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1812.11527, 2018
572018
Echo state graph neural networks with analogue random resistive memory arrays
S Wang, Y Li, D Wang, W Zhang, X Chen, D Dong, S Wang, X Zhang, ...
Nature Machine Intelligence 5 (2), 104-113, 2023
552023
Prediction of the Italian electricity price for smart grid applications
E Crisostomi, C Gallicchio, A Micheli, M Raugi, M Tucci
Neurocomputing 170, 286-295, 2015
542015
Robotic ubiquitous cognitive ecology for smart homes
G Amato, D Bacciu, M Broxvall, S Chessa, S Coleman, M Di Rocco, ...
Journal of Intelligent & Robotic Systems 80, 57-81, 2015
512015
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
492020
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