Aurelio Uncini

Pubblicazioni

Titolo Pubblicato in Anno
Spline adaptive filters: Theory and applications Adaptive Learning Methods for Nonlinear System Modeling 2018
Bayesian random vector functional-link networks for robust data modeling IEEE TRANSACTIONS ON CYBERNETICS 2018
Improving graph convolutional networks with non-parametric activation functions Proceedings 26th European Signal Processing Conference 2018
Recurrent neural networks with flexible gates using kernel activation functions Proceedings 28th IEEE International Workshop on Machine Learning for Signal Processing 2018
Fully decentralized semi-supervised learning via privacy-preserving matrix completion IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2017
Frequency domain quaternion adaptive filters: Algorithms and convergence performance SIGNAL PROCESSING 2017
Combined nonlinear filtering architectures involving sparse functional link adaptive filters SIGNAL PROCESSING 2017
Group sparse regularization for deep neural networks NEUROCOMPUTING 2017
Semi-supervised echo state networks for audio classification COGNITIVE COMPUTATION 2017
Effective blind source separation based on the adam algorithm Multidisciplinary approaches to neural computing 2017
On the influence of microphone array geometry on the behavior of hypercomplex adaptive filters Proc. Microwaves, Radar and Remote Sensing Symposium (MRRS) 2017
Advances in hypercomplex adaptive filtering for 3D audio processing Proc. 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) 2017
Apprendimento distribuito in scenari single-task e multi-task Memorie ET2017 2017
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation Proceedings of 25th European Signal Processing Conference (EUSIPCO 2017) 2017
On the use of deep recurrent neural networks for detecting audio spoofing attacks Proceedings of the 2017 International Joint Conference on Neural Networks 2017
A semi-supervised random vector functional-link network based on the transductive framework INFORMATION SCIENCES 2016
Granular computing techniques for classification and semantic characterization of structured data COGNITIVE COMPUTATION 2016
Steady-state performance of spline adaptive filter IEEE TRANSACTIONS ON SIGNAL PROCESSING 2016
A nonlinear acoustic echo canceller with improved tracking capabilities Recent Advances in Nonlinear Speech Processing 2016
Apprendimento distribuito di reti neurali e neurofuzzy Memorie ET2016 2016

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