Information Decomposition of Short-Term Cardiovascular and Cardiorespiratory Variability. - Luca Faes; Alessandro Montalto; Giandomenico Nollo; Daniele Marinazzo (CinC, 2013)

Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. - Alessandro Montalto; Daniele Marinazzo; Dimitris Kugiumtzis; Giandomenico Nollo; Luca Faes (CinC, 2013)

Information dynamics in cardiorespiratory analyses: Application to controlled breathing. - Devy Widjaja; Luca Faes; Alessandro Montalto; Ilse Van Diest; Daniele Marinazzo; Sabine Van Huffel (EMBC, 2014)

Lag-Specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer. - Luca Faes; Daniele Marinazzo; Alessandro Montalto; Giandomenico Nollo (IEEE Trans. Biomed. Eng., 2014)

A linear approach for sparse coding by a two-layer neural network. - Alessandro Montalto; Giovanni Tessitore; Roberto Prevete (Neurocomputing, 2015)

Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality. - Alessandro Montalto; Sebastiano Stramaglia; Luca Faes; Giovanni Tessitore; Roberto Prevete; Daniele Marinazzo (Neural Networks, 2015)

Multiscale analysis of information dynamics for linear multivariate processes. - Luca Faes; Alessandro Montalto; Sebastiano Stramaglia; Giandomenico Nollo; Daniele Marinazzo (EMBC, 2016)