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Danilo Comminiello
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Group sparse regularization for deep neural networks
S Scardapane, D Comminiello, A Hussain, A Uncini
Neurocomputing 241, 81-89, 2017
5342017
Nonlinear Spline Adaptive Filtering
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 93 (4), 772-783, 2013
1852013
Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation
D Comminiello, M Scarpiniti, LA Azpicueta-Ruiz, J Arenas-García, ...
IEEE Transactions on Audio, Speech, and Language Processing 21 (7), 1502-1512, 2013
1702013
Online sequential extreme learning machine with kernels
S Scardapane, D Comminiello, M Scarpiniti, A Uncini
IEEE transactions on neural networks and learning systems 26 (9), 2214-2220, 2014
1572014
Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 100, 112-123, 2014
902014
Novel cascade spline architectures for the identification of nonlinear systems
M Scarpiniti, D Comminiello, R Parisi, A Uncini
IEEE Transactions on Circuits and Systems I: Regular Papers 62 (7), 1825-1835, 2015
862015
Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations
D Comminiello, M Scarpiniti, L Azpicueta-Ruiz, J Arenas-García, A Uncini
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (7), 1172 …, 2014
662014
Quaternion convolutional neural networks for detection and localization of 3D sound events
D Comminiello, M Lella, S Scardapane, A Uncini
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
642019
Adaptive learning methods for nonlinear system modeling
D Comminiello, JC Príncipe
Butterworth-Heinemann, 2018
642018
Steady-state performance of spline adaptive filters
M Scarpiniti, D Comminiello, G Scarano, R Parisi, A Uncini
IEEE Transactions on Signal Processing 64 (4), 816-828, 2015
622015
Nonlinear system identification using IIR spline adaptive filters
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 108, 30-35, 2015
552015
A semi-supervised random vector functional-link network based on the transductive framework
S Scardapane, D Comminiello, M Scarpiniti, A Uncini
Information Sciences 364, 156-166, 2016
522016
L3DAS22 challenge: Learning 3D audio sources in a real office environment
E Guizzo, C Marinoni, M Pennese, X Ren, X Zheng, C Zhang, B Masiero, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
512022
Deep recurrent neural networks for audio classification in construction sites
M Scarpiniti, D Comminiello, A Uncini, YC Lee
2020 28th European Signal Processing Conference (EUSIPCO), 810-814, 2021
442021
Frequency domain quaternion adaptive filters: Algorithms and convergence performance
F Ortolani, D Comminiello, M Scarpiniti, A Uncini
Signal Processing 136, 69-80, 2017
392017
Learning activation functions from data using cubic spline interpolation
S Scardapane, M Scarpiniti, D Comminiello, A Uncini
Neural Advances in Processing Nonlinear Dynamic Signals 27, 73-83, 2019
382019
Quaternion generative adversarial networks
E Grassucci, E Cicero, D Comminiello
Generative Adversarial Learning: Architectures and Applications, 57-86, 2022
372022
PHNNs: Lightweight neural networks via parameterized hypercomplex convolutions
E Grassucci, A Zhang, D Comminiello
IEEE Transactions on Neural Networks and Learning Systems, 2022
33*2022
Comparison of Hammerstein and Wiener Systems for Nonlinear Acoustic Echo Cancelers in Reverberant Environments
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Digital Signal Processing (DSP), 2011 17th International Conference on, 1-6, 2011
322011
Functional Link Based Architectures for Nonlinear Acoustic Echo Cancellation
D Comminiello, LA Azpicueta-Ruiz, M Scarpiniti, A Uncini, ...
Hands-free Speech Communication and Microphone Arrays (HSCMA), 2011 Joint …, 2011
322011
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