Claudio Gallicchio

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Citazioni	1458	1212
Indice H	20	18
i10-index	38	35

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Coautori

Alessio MicheliDepartment of Computer Science, University of PisaEmail verificata su di.unipi.it
Stefano ChessaFull Professor, Department of Computer Science, University of PisaEmail verificata su di.unipi.it
Davide BacciuDipartimento di Informatica, Università di PisaEmail verificata su di.unipi.it
Luca PedrelliDepartment of Computer Science, University of PisaEmail verificata su di.unipi.it
Paolo BarsocchiISTI - CNREmail verificata su isti.cnr.it
Mauro DragoneAssistant Professor, Heriot-Watt University, Edinburgh, Scotland, UKEmail verificata su hw.ac.uk
Alessandro SaffiottiProfessor of Computer Science, University or Örebro, SwedenEmail verificata su aass.oru.se
Filippo PalumboInformation Science and Technologies Institute ISTI - CNREmail verificata su isti.cnr.it
Claudio VairoISTI-CNREmail verificata su isti.cnr.it
Maurizio Di RoccoPostdoc Örebro University, AASS centerEmail verificata su aass.oru.se
Claudio GennaroISTI-CNR, PisaEmail verificata su isti.cnr.it
Federico VozziInstitute of Clinical Physiology - CNREmail verificata su ifc.cnr.it
Giuseppe AmatoSenior Researcher - ISTI - Consiglio Nazionale delle RicercheEmail verificata su isti.cnr.it
Sonya ColemanUniversity of UlsterEmail verificata su ulster.ac.uk
Ferro E.Consiglio naziomale delle ricercheEmail verificata su isti.cnr.it
Luigi FortunatiConsiglio Nazionale delle Ricerche - Istituto di Scienza e Tecnologie dell’Informazione “A. Faedo”Email verificata su isti.cnr.it
Anjan Kumar RayNational Institute of Technology SikkimEmail verificata su nitsikkim.ac.in
David SwordsPhD Student, School of Computer Science and Informatics, University College DublinEmail verificata su ucdconnect.ie
Thomas Martin McGinnityUlsterEmail verificata su ulster.ac.uk
Davide La RosaInformation Science and Technologies Institute ISTI - CNREmail verificata su isti.cnr.it

Claudio Gallicchio

Assistant Professor at the Department of Computer Science, University of Pisa

Email verificata su di.unipi.it - Home page

Deep Learning Neural Networks Recurrent Neural Networks Reservoir Computing Echo State Networks


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Deep reservoir computing: A critical experimental analysis C Gallicchio, A Micheli, L Pedrelli Neurocomputing 268, 87-99, 2017	133	2017
Architectural and markovian factors of echo state networks C Gallicchio, A Micheli Neural Networks 24 (5), 440-456, 2011	127	2011
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	94	2014
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	83	2016
Echo state property of deep reservoir computing networks C Gallicchio, A Micheli Cognitive Computation 9 (3), 337-350, 2017	66	2017
Tree echo state networks C Gallicchio, A Micheli Neurocomputing 101, 319-337, 2013	61	2013
Graph echo state networks C Gallicchio, A Micheli Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010	61*	2010
Design of deep echo state networks C Gallicchio, A Micheli, L Pedrelli Neural Networks 108, 33-47, 2018	57	2018
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	48	2017
Deep Reservoir Computing: A Critical Analysis. C Gallicchio, A Micheli ESANN, 2016	41	2016
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	41	2015
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	36	2013
Deep echo state network (deepesn): A brief survey C Gallicchio, A Micheli arXiv preprint arXiv:1712.04323, 2017	32	2017
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	30	2015
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	30	2011
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	29	2014
Local lyapunov exponents of deep echo state networks C Gallicchio, A Micheli, L Silvestri Neurocomputing 298, 34-45, 2018	27	2018
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	24	2017
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	24	2011
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	22	2014

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