Aurelio Uncini

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Danilo ComminielloAssociate Professor at Sapienza University of RomeE-mail confirmado em uniroma1.it
Simone ScardapaneAssistant Professor, Sapienza UniversityE-mail confirmado em uniroma1.it
Raffaele ParisiProfessore AssociatoE-mail confirmado em uniroma1.it
Michele MarchesiProfessor of Software Engineering (retired), DMI, Cagliari UniversityE-mail confirmado em unica.it
Nevio BenvenutoDept. of Information Engineering, University of Padova, ItalyE-mail confirmado em dei.unipd.it
Massimo PanellaUniversity of Rome "La Sapienza" (Dept. of Information Eng., Electronics and Telecom.)E-mail confirmado em uniroma1.it
Luis A. Azpicueta-RuizUniversidad Carlos III de MadridE-mail confirmado em tsc.uc3m.es
Jerónimo Arenas-GarcíaUniversidad Carlos III de MadridE-mail confirmado em uc3m.es
Simone FioriUniversità Politecnica delle MarcheE-mail confirmado em univpm.it
Antonello RizziUniversity of Rome "La Sapienza", Information Engineering, Electronics and Telecommunications Dpt.E-mail confirmado em uniroma1.it
Bhaskar RaoUniversity of California, San DiegoE-mail confirmado em eng.ucsd.edu
Stefania CecchiUniversità Politecnica delle MarcheE-mail confirmado em univpm.it
Andrea AlemannoResearcher, LA SAPIENZA University of RomeE-mail confirmado em uniroma1.it
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)E-mail confirmado em riken.jp
Wei Xing ZhengDistinguished Professor, Western Sydney University, AustraliaE-mail confirmado em westernsydney.edu.au
Donald GoldfarbColumbia UniversityE-mail confirmado em columbia.edu
Fabrizio PiazzaPrincipal Investigator, iCAβ International Network Coordinator, University of Milano BicoccaE-mail confirmado em unimib.it

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Aurelio Uncini

Professor of Electrical and Computer Engineering, Sapienza University of Rome

E-mail confirmado em uniroma1.it - Página inicial

Circuit Theory Neural Networks Deep Learning Audio and Speech Processing


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Group sparse regularization for deep neural networks S Scardapane, D Comminiello, A Hussain, A Uncini Neurocomputing 241, 81-89, 2017	559	2017
On-line learning algorithms for locally recurrent neural networks P Campolucci, A Uncini, F Piazza, BD Rao IEEE transactions on neural networks 10 (2), 253-271, 1999	224	1999
Applications of simulated annealing for the design of special digital filters N Benvenuto, M Marchesi, A Uncini IEEE Transactions on Signal Processing 40 (2), 323-332, 1992	204	1992
Nonlinear spline adaptive filtering M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing 93 (4), 772-783, 2013	199	2013
Fast neural networks without multipliers M Marchesi, G Orlandi, F Piazza, A Uncini IEEE transactions on Neural Networks 4 (1), 53-62, 1993	197	1993
Learning and approximation capabilities of adaptive spline activation function neural networks L Vecci, F Piazza, A Uncini Neural Networks 11 (2), 259-270, 1998	188	1998
Functional link adaptive filters for nonlinear acoustic echo cancellation D Comminiello, M Scarpiniti, LA Azpicueta-Ruiz, J Arenas-Garcia, ... IEEE Transactions on Audio, Speech, and Language Processing 21 (7), 1502-1512, 2013	183	2013
Distributed learning for random vector functional-link networks S Scardapane, D Wang, M Panella, A Uncini Information Sciences 301, 271-284, 2015	167	2015
Online Sequential Extreme Learning Machine With Kernels S Scardapane, D Comminiello, M Scarpiniti, A Uncini IEEE Transactions on Neural Networks and Learning Systems,, 2015	161	2015
Multilayer feedforward networks with adaptive spline activation function S Guarnieri, F Piazza, A Uncini IEEE Transactions on Neural Networks 10 (3), 672-683, 1999	161	1999
Missing data imputation with adversarially-trained graph convolutional networks I Spinelli, S Scardapane, A Uncini Neural Networks 129, 249-260, 2020	160	2020
Why should we add early exits to neural networks? S Scardapane, M Scarpiniti, E Baccarelli, A Uncini Cognitive Computation 12 (5), 954-966, 2020	138	2020
Neural networks with digital LUT activation functions F Piazza, A Uncini, M Zenobi Proceedings of 1993 international conference on neural networks (IJCNN-93 …, 1993	129	1993
Complex-valued neural networks with nonparametric activation functions S Scardapane, S Van Vaerenbergh, A Hussain, A Uncini IEEE Transactions on Emerging Topics in Computational Intelligence 4 (2 …, 2018	126	2018
Fundamentals of Adaptive Signal Processing A Uncini Springer International Publishing, 2015	121	2015
Fairdrop: Biased edge dropout for enhancing fairness in graph representation learning I Spinelli, S Scardapane, A Hussain, A Uncini IEEE Transactions on Artificial Intelligence 3 (3), 344-354, 2021	114	2021
Complex-valued neural networks with adaptive spline activation function for digital-radio-links nonlinear equalization A Uncini, L Vecci, P Campolucci, F Piazza IEEE Transactions on Signal Processing 47 (2), 505-514, 1999	109	1999
Prediction of telephone calls load using echo state network with exogenous variables FM Bianchi, S Scardapane, A Uncini, A Rizzi, A Sadeghian Neural Networks 71, 204-213, 2015	103	2015
Kafnets: Kernel-based non-parametric activation functions for neural networks S Scardapane, S Van Vaerenbergh, S Totaro, A Uncini Neural Networks 110, 19-32, 2019	99	2019
Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing, doi:10.1016/j.sigpro.2014.01.019, 100, 112-123, 2014	95	2014

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