Claudio Gallicchio
Claudio Gallicchio
Assistant Professor at the Department of Computer Science, University of Pisa
Verified email at di.unipi.it - Homepage
Title
Cited by
Cited by
Year
Deep reservoir computing: A critical experimental analysis
C Gallicchio, A Micheli, L Pedrelli
Neurocomputing 268, 87-99, 2017
1762017
Architectural and markovian factors of echo state networks
C Gallicchio, A Micheli
Neural Networks 24 (5), 440-456, 2011
1372011
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
1092016
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
1062014
Graph echo state networks
C Gallicchio, A Micheli
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010
94*2010
Design of deep echo state networks
C Gallicchio, A Micheli, L Pedrelli
Neural Networks 108, 33-47, 2018
932018
Echo state property of deep reservoir computing networks
C Gallicchio, A Micheli
Cognitive Computation 9 (3), 337-350, 2017
872017
Tree echo state networks
C Gallicchio, A Micheli
Neurocomputing 101, 319-337, 2013
722013
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
672017
Deep Reservoir Computing: A Critical Analysis.
C Gallicchio, A Micheli
ESANN, 2016
522016
Deep echo state network (deepesn): A brief survey
C Gallicchio, A Micheli
arXiv preprint arXiv:1712.04323, 2017
492017
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
442015
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
392013
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
362015
Local lyapunov exponents of deep echo state networks
C Gallicchio, A Micheli, L Silvestri
Neurocomputing 298, 34-45, 2018
352018
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1812.11527, 2018
322018
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
322017
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
312014
User movements forecasting by reservoir computing using signal streams produced by mote-class sensors
C Gallicchio, A Micheli, P Barsocchi, S Chessa
International conference on mobile lightweight wireless systems, 151-168, 2011
312011
Deep Echo state networks for diagnosis of Parkinson's disease
C Gallicchio, A Micheli, L Pedrelli
arXiv preprint arXiv:1802.06708, 2018
292018
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