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Claudio Gallicchio
Claudio Gallicchio
Assistant Professor at the Department of Computer Science, University of Pisa
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Titel
Zitiert von
Zitiert von
Jahr
Deep reservoir computing: A critical experimental analysis
C Gallicchio, A Micheli, L Pedrelli
Neurocomputing 268, 87-99, 2017
2952017
Architectural and markovian factors of echo state networks
C Gallicchio, A Micheli
Neural Networks 24 (5), 440-456, 2011
1602011
Graph echo state networks
C Gallicchio, A Micheli
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010
154*2010
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
1382016
Design of deep echo state networks
C Gallicchio, A Micheli, L Pedrelli
Neural Networks 108, 33-47, 2018
1372018
Deep tree echo state networks
C Gallicchio, A Micheli
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
125*2018
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 (6), 1451-1464, 2014
1162014
Echo state property of deep reservoir computing networks
C Gallicchio, A Micheli
Cognitive Computation 9 (3), 337-350, 2017
1142017
Internet of robotic things: converging sensing/actuating, hypoconnectivity, artificial intelligence and IoT Platforms
O Vermesan, A Bröring, E Tragos, M Serrano, D Bacciu, S Chessa, ...
River Publishers, 2017
932017
Tree echo state networks
C Gallicchio, A Micheli
Neurocomputing 101, 319-337, 2013
762013
Fast and deep graph neural networks
C Gallicchio, A Micheli
Proceedings of the AAAI conference on artificial intelligence 34 (04), 3898-3905, 2020
592020
Local lyapunov exponents of deep echo state networks
C Gallicchio, A Micheli, L Silvestri
Neurocomputing 298, 34-45, 2018
472018
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 (1), 57-81, 2015
472015
Multisensor data fusion for activity recognition based on reservoir computing
F Palumbo, P Barsocchi, C Gallicchio, S Chessa, A Micheli
International competition on evaluating AAL systems through competitive …, 2013
442013
Deep randomized neural networks
C Gallicchio, S Scardapane
Recent Trends in Learning From Data, 43-68, 2020
432020
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1812.11527, 2018
432018
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
432015
Randomized Machine Learning Approaches: Recent Developments and Challenges
C Gallicchio, JD Martín-Guerrero, A Micheli, E Soria-Olivas
Proceedings of the 25th European Symposium on Artificial Neural Networks …, 2017
342017
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
332020
Learning context-aware mobile robot navigation in home environments
D Bacciu, C Gallicchio, A Micheli, M Di Rocco, A Saffiotti
IISA 2014, The 5th International Conference on Information, Intelligence …, 2014
332014
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