Danilo Comminiello | Ricerc@Sapienza

Publications

Title	Published on	Year
Novel cascade spline architectures for the identification of nonlinear systems	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS	2015
Intelligent acoustic interfaces with multisensor acquisition for immersive reproduction	IEEE TRANSACTIONS ON MULTIMEDIA	2015
Functional Link Expansions for Nonlinear Modeling of Audio and Speech Signals	Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015)	2015
An interactive optimization procedure for stereophonic acoustic echo cancellation systems	Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015)	2015
Learning from distributed data sources using random vector functional-link networks	Procedia Computer SciencePROCEDIA COMPUTER SCIENCE	2015
A nonlinear architecture involving a combination of proportionate functional link adaptive filters	2015 23rd European Signal Processing Conference, EUSIPCO 2015	2015

deep learning

machine learning

audio processing

3D audio

biomedical analysis

biomedical imaging

adaptive algorithms

nonlinear system identification

echo cancellation

generative adversarial models (GANs)

quaternion neural networks

Quaternion-Valued Adaptive Filtering

Regularization techniques

Speech recognition