Claudio Gallicchio

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Alessio MicheliDepartment of Computer Science, University of PisaDirección de correo verificada de di.unipi.it
Davide BacciuProfessor @ Università di Pisa - Founder & Chief Scientist @ ContinualIST.comDirección de correo verificada de di.unipi.it
Stefano ChessaFull Professor, Department of Computer Science, University of PisaDirección de correo verificada de di.unipi.it
Luca PedrelliDepartment of Computer Science, University of PisaDirección de correo verificada de di.unipi.it
Mauro DragoneAssociate Professor, Heriot-Watt University, Edinburgh, Scotland, UKDirección de correo verificada de hw.ac.uk
Alessandro SaffiottiProfessor of Computer Science, University or Örebro, SwedenDirección de correo verificada de aass.oru.se
Paolo BarsocchiSenior Researcher @ ISTI-CNRDirección de correo verificada de isti.cnr.it
Filippo PalumboInformation Science and Technologies Institute ISTI - CNRDirección de correo verificada de isti.cnr.it
Andrea CeniUniversity of PisaDirección de correo verificada de di.unipi.it
Federico VozziInstitute of Clinical Physiology - CNRDirección de correo verificada de ifc.cnr.it
Maurizio Di RoccoPostdoc Örebro University, AASS centerDirección de correo verificada de aass.oru.se
Claudio GennaroISTI-CNR, PisaDirección de correo verificada de isti.cnr.it
Claudio VairoResearcher at ISTI-CNRDirección de correo verificada de isti.cnr.it
Alessio GravinaUniversity of PisaDirección de correo verificada de di.unipi.it
Valerio De CaroPostdoctoral Researcher, University of PisaDirección de correo verificada de di.unipi.it
Giuseppe AmatoDirector of Research - ISTI - Consiglio Nazionale delle RicercheDirección de correo verificada de isti.cnr.it
Vincenzo LomonacoTenure-Track Researcher @ Unipi, Founder @ ContinualAI.org, Founder & CEO @ ContinualIST.comDirección de correo verificada de unipi.it
Daniele Di SarliUniversity of PisaDirección de correo verificada de phd.unipi.it
Sonya ColemanUniversity of UlsterDirección de correo verificada de ulster.ac.uk
Ferro E.Consiglio naziomale delle ricercheDirección de correo verificada de isti.cnr.it

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Claudio Gallicchio

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

Dirección de correo verificada de unipi.it - Página principal

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


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Deep reservoir computing: A critical experimental analysis C Gallicchio, A Micheli, L Pedrelli Neurocomputing 268, 87-99, 2017	554	2017
Graph echo state networks C Gallicchio, A Micheli Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010	309	2010
Design of deep echo state networks C Gallicchio, A Micheli, L Pedrelli Neural Networks 108, 33-47, 2018	291	2018
Architectural and markovian factors of echo state networks C Gallicchio, A Micheli Neural Networks 24 (5), 440-456, 2011	213	2011
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	185	2016
Echo state property of deep reservoir computing networks C Gallicchio, A Micheli Cognitive Computation 9, 337-350, 2017	168	2017
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	150	2022
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	145	2014
Deep echo state network (deepesn): A brief survey C Gallicchio, A Micheli arXiv preprint arXiv:1712.04323, 2017	136	2017
Fast and deep graph neural networks C Gallicchio, A Micheli Proceedings of the AAAI conference on artificial intelligence 34 (04), 3898-3905, 2020	128	2020
Deep randomized neural networks C Gallicchio, S Scardapane Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020	90	2020
Tree echo state networks C Gallicchio, A Micheli Neurocomputing 101, 319-337, 2013	89	2013
Anti-symmetric DGN: a stable architecture for deep graph networks A Gravina, D Bacciu, C Gallicchio arXiv preprint arXiv:2210.09789, 2022	70	2022
Local lyapunov exponents of deep echo state networks C Gallicchio, A Micheli, L Silvestri Neurocomputing 298, 34-45, 2018	65	2018
Comparison between DeepESNs and gated RNNs on multivariate time-series prediction C Gallicchio, A Micheli, L Pedrelli arXiv preprint arXiv:1812.11527, 2018	59	2018
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	56	2023
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	53	2015
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	51	2015
Enhancing deep neural networks via multiple kernel learning I Lauriola, C Gallicchio, F Aiolli Pattern Recognition 101, 107194, 2020	50	2020
Multisensor data fusion for activity recognition based on reservoir computing F Palumbo, P Barsocchi, C Gallicchio, S Chessa, A Micheli Evaluating AAL Systems Through Competitive Benchmarking: International …, 2013	48	2013

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