Alessandro Montalto

According to our database, Alessandro Montalto authored at least 7 papers between 2013 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Multiscale analysis of information dynamics for linear multivariate processes.

Luca Faes, Alessandro Montalto, Sebastiano Stramaglia, Giandomenico Nollo, Daniele Marinazzo

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

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

A linear approach for sparse coding by a two-layer neural network.

Alessandro Montalto, Giovanni Tessitore, Roberto Prevete

Neurocomputing, 2015

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

Information dynamics in cardiorespiratory analyses: Application to controlled breathing.

Devy Widjaja, Luca Faes, Alessandro Montalto, Ilse Van Diest, Daniele Marinazzo, Sabine Van Huffel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability.

Alessandro Montalto, Daniele Marinazzo, Dimitris Kugiumtzis, Giandomenico Nollo, Luca Faes

Proceedings of the Computing in Cardiology, 2013

Information Decomposition of Short-Term Cardiovascular and Cardiorespiratory Variability.

Luca Faes, Alessandro Montalto, Giandomenico Nollo, Daniele Marinazzo

Proceedings of the Computing in Cardiology, 2013