Claudio Gallicchio
Claudio Gallicchio
Assistant Professor at the Department of Computer Science, University of Pisa
Verified email at di.unipi.it - Homepage
TitleCited byYear
Architectural and markovian factors of echo state networks
C Gallicchio, A Micheli
Neural Networks 24 (5), 440-456, 2011
1042011
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
852014
Deep reservoir computing: a critical experimental analysis
C Gallicchio, A Micheli, L Pedrelli
Neurocomputing 268, 87-99, 2017
692017
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
552016
Tree echo state networks
C Gallicchio, A Micheli
Neurocomputing 101, 319-337, 2013
452013
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
392015
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
342013
Echo state property of deep reservoir computing networks
C Gallicchio, A Micheli
Cognitive Computation 9 (3), 337-350, 2017
332017
Deep Reservoir Computing: A Critical Analysis.
C Gallicchio, A Micheli
ESANN, 2016
332016
Graph echo state networks
C Gallicchio, A Micheli
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010
33*2010
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
272014
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
272011
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
252017
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
242015
Predicting user movements in heterogeneous indoor environments by reservoir computing
D Bacciu, C Gallicchio, A Micheli, S Chessa, P Barsocchi
Proc. of the IJCAI Workshop on Space, Time and Ambient Intelligence (STAMI …, 2011
232011
Robot localization by echo state networks using RSS
S Chessa, C Gallicchio, R Guzman, A Micheli
Recent Advances of Neural Network Models and Applications, 147-154, 2014
212014
Design of deep echo state networks
C Gallicchio, A Micheli, L Pedrelli
Neural Networks 108, 33-47, 2018
202018
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
182017
Local lyapunov exponents of deep echo state networks
C Gallicchio, A Micheli, L Silvestri
Neurocomputing 298, 34-45, 2018
172018
A cognitive robotic ecology approach to self-configuring and evolving AAL systems
M Dragone, G Amato, D Bacciu, S Chessa, S Coleman, M Di Rocco, ...
Engineering Applications of Artificial Intelligence 45, 269-280, 2015
172015
The system can't perform the operation now. Try again later.
Articles 1–20