Aurelio Uncini

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Danilo ComminielloAssociate Professor at Sapienza University of RomeVerified email at uniroma1.it
Simone ScardapaneAssistant Professor, Sapienza UniversityVerified email at uniroma1.it
Raffaele ParisiProfessore AssociatoVerified email at uniroma1.it
Michele MarchesiProfessor of Software Engineering, DMI, Cagliari UniversityVerified email at unica.it
Massimo PanellaUniversity of Rome "La Sapienza" (Dept. of Information Eng., Electronics and Telecom.)Verified email at uniroma1.it
Nevio BenvenutoDept. of Information Engineering, University of Padova, ItalyVerified email at dei.unipd.it
Luis A. Azpicueta-RuizUniversidad Carlos III de MadridVerified email at tsc.uc3m.es
Jerónimo Arenas-GarcíaUniversidad Carlos III de MadridVerified email at uc3m.es
Simone FioriUniversità Politecnica delle MarcheVerified email at univpm.it
Antonello RizziUniversity of Rome "La Sapienza", Information Engineering, Electronics and Telecommunications Dpt.Verified email at uniroma1.it
Bhaskar RaoUniversity of California, San DiegoVerified email at eng.ucsd.edu
Stefania CecchiUniversità Politecnica delle MarcheVerified email at univpm.it
Andrea AlemannoResearcher, LA SAPIENZA University of RomeVerified email at uniroma1.it
Andrzej CichockiSkoltech , IBS PAN , UMK Torun, Riken AIPVerified email at skoltech.ru
Wei Xing ZhengDistinguished Professor, Western Sydney University, AustraliaVerified email at westernsydney.edu.au
Donald GoldfarbColumbia UniversityVerified email at columbia.edu
Fabrizio PiazzaPrincipal Investigator, iCAβ International Network Coordinator, University of Milano BicoccaVerified email at unimib.it

Aurelio Uncini

Professor of Electrical and Computer Engineering, Sapienza University of Rome

Verified email at uniroma1.it - Homepage

Circuit Theory Neural Networks Machine Learning Audio and Speech Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Group sparse regularization for deep neural networks S Scardapane, D Comminiello, A Hussain, A Uncini Neurocomputing 241, 81-89, 2017	368	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	210	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	200	1992
Fast neural networks without multipliers M Marchesi, G Orlandi, F Piazza, A Uncini IEEE transactions on Neural Networks 4 (1), 53-62, 1993	176	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	172	1998
Nonlinear spline adaptive filtering M Scarpiniti, D Comminiello, R Parisi, A Uncini Signal Processing 93 (4), 772-783, 2013	139	2013
Online Sequential Extreme Learning Machine With Kernels S Scardapane, D Comminiello, M Scarpiniti, A Uncini IEEE Transactions on Neural Networks and Learning Systems,, 2015	137	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	137	1999
Distributed learning for random vector functional-link networks S Scardapane, D Wang, M Panella, A Uncini Information Sciences 301, 271-284, 2015	132	2015
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	130	2013
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	99	1999
Neural networks with digital LUT activation functions F Piazza, A Uncini, M Zenobi Proceedings of 1993 international conference on neural networks (IJCNN-93 …, 1993	97	1993
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	88	2015
Fundamentals of Adaptive Signal Processing A Uncini Springer International Publishing, 2015	88	2015
Efficient genetic algorithm design for power-of-two FIR filters P Gentili, F Piazza, A Uncini 1995 International conference on acoustics, speech, and signal processing 2 …, 1995	68	1995
Non linear satellite radio links equalized using blind neural networks N Benvenuto, M Marchesi, F Piazza, A Uncini Acoustics, Speech, and Signal Processing, IEEE International Conference on …, 1991	68	1991
A neural network approach to data predistortion with memory in digital radio systems N Benvenuto, F Piazza, A Uncini Proceedings of ICC'93-IEEE International Conference on Communications 1, 232-236, 1993	67	1993
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	66	2019
Audio signal processing by neural networks A Uncini Neurocomputing 55 (3-4), 593-625, 2003	66	2003
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	65	2014

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