Sledovat
Danilo Comminiello
Danilo Comminiello
Associate Professor at Sapienza University of Rome
E-mailová adresa ověřena na: uniroma1.it - Domovská stránka
Název
Citace
Citace
Rok
Group sparse regularization for deep neural networks
S Scardapane, D Comminiello, A Hussain, A Uncini
Neurocomputing 241, 81-89, 2017
5752017
Nonlinear Spline Adaptive Filtering
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 93 (4), 772-783, 2013
2062013
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
1862013
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
1622014
Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 100, 112-123, 2014
992014
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
982015
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
752019
Adaptive learning methods for nonlinear system modeling
D Comminiello, JC Príncipe
Butterworth-Heinemann, 2018
742018
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
722014
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
662022
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
652015
Nonlinear system identification using IIR spline adaptive filters
M Scarpiniti, D Comminiello, R Parisi, A Uncini
Signal Processing 108, 30-35, 2015
612015
Generative semantic communication: Diffusion models beyond bit recovery
E Grassucci, S Barbarossa, D Comminiello
arXiv preprint arXiv:2306.04321, 2023
572023
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
532021
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
532016
Learning activation functions from data using cubic spline interpolation
S Scardapane, M Scarpiniti, D Comminiello, A Uncini
Italian Workshop on Neural Nets, 73-83, 2017
452017
PHNNs: Lightweight neural networks via parameterized hypercomplex convolutions
E Grassucci, A Zhang, D Comminiello
IEEE Transactions on Neural Networks and Learning Systems, 2022
44*2022
Quaternion generative adversarial networks
E Grassucci, E Cicero, D Comminiello
Generative Adversarial Learning: Architectures and Applications, 57-86, 2022
432022
Frequency domain quaternion adaptive filters: Algorithms and convergence performance
F Ortolani, D Comminiello, M Scarpiniti, A Uncini
Signal Processing 136, 69-80, 2017
432017
L3DAS21 challenge: Machine learning for 3D audio signal processing
E Guizzo, RF Gramaccioni, S Jamili, C Marinoni, E Massaro, C Medaglia, ...
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
352021
Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.
Články 1–20