Danilo Comminiello | Ricerc@Sapienza

Pubblicazioni

Le pubblicazioni dell'autore sono raggiungibili sul catalogo IRIS tramite il seguente link

ERC

PE6_6
PE6_7
PE6_8
PE6_11
PE7_7

KET

Big data & computing
Life-science technologies & biotechnologies
Sustainable technologies & development

Interessi di ricerca

His research interests concern circuits and algorithms for machine learning and deep learning, with particular focus on audio processing and biomedical imaging.

Keywords

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

Progetti di Ricerca

HYD3A: Hypercomplex Deep Learning for 3D Audio Analysis

Gruppi di ricerca

ISPAMM - Intelligent Signal Processing and MulitiMedia