Alessandro Montalto

Publication Activity (10 Years)

Years Active: 2013-2016
Publications (10 Years): 2

Top Topics

Object Category Recognition

Multiscale Analysis

Granger Causality

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Luca Faes, Alessandro Montalto, Sebastiano Stramaglia, Giandomenico Nollo, Daniele Marinazzo
Multiscale Analysis of Information Dynamics for Linear Multivariate Processes. CoRR (2016)
Luca Faes, Alessandro Montalto, Sebastiano Stramaglia, Giandomenico Nollo, Daniele Marinazzo
Multiscale analysis of information dynamics for linear multivariate processes. EMBC (2016)
Alessandro Montalto, Giovanni Tessitore, Roberto Prevete
A linear approach for sparse coding by a two-layer neural network. Neurocomputing 149 (2015)
Alessandro Montalto, Giovanni Tessitore, Roberto Prevete
A linear approach for sparse coding by a two-layer neural network. CoRR (2015)
Alessandro Montalto, Sebastiano Stramaglia, Luca Faes, Giovanni Tessitore, Roberto Prevete, Daniele Marinazzo
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality. Neural Networks 71 (2015)
Devy Widjaja, Luca Faes, Alessandro Montalto, Ilse Van Diest, Daniele Marinazzo, Sabine Van Huffel
Information dynamics in cardiorespiratory analyses: Application to controlled breathing. EMBC (2014)
Luca Faes, Daniele Marinazzo, Alessandro Montalto, Giandomenico Nollo
Lag-Specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer. IEEE Trans. Biomed. Eng. 61 (10) (2014)
Luca Faes, Alessandro Montalto, Giandomenico Nollo, Daniele Marinazzo
Information Decomposition of Short-Term Cardiovascular and Cardiorespiratory Variability. CinC (2013)
Alessandro Montalto, Daniele Marinazzo, Dimitris Kugiumtzis, Giandomenico Nollo, Luca Faes
Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. CinC (2013)