Valenza, G and Faes, L and Citi, L and Orini, M and Barbieri, R (2018) Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics. IEEE Transactions on Biomedical Engineering, 65 (5). pp. 1077-1085. DOI https://doi.org/10.1109/TBME.2017.2740259
Valenza, G and Faes, L and Citi, L and Orini, M and Barbieri, R (2018) Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics. IEEE Transactions on Biomedical Engineering, 65 (5). pp. 1077-1085. DOI https://doi.org/10.1109/TBME.2017.2740259
Valenza, G and Faes, L and Citi, L and Orini, M and Barbieri, R (2018) Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics. IEEE Transactions on Biomedical Engineering, 65 (5). pp. 1077-1085. DOI https://doi.org/10.1109/TBME.2017.2740259
Abstract
Objective: Measures of Transfer Entropy (TE) quantify the direction and strength of coupling between two complex systems. Standard approaches assume stationarity of the observations, and therefore are unable to track time-varying changes in nonlinear information transfer with high temporal resolution. In this study, we aim to define and validate novel instantaneous measures of transfer entropy to provide an im- proved assessment of complex non-stationary cardio-respiratory interactions.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Transfer Entropy; Point Process; Heart Rate Variability; Complexity; Baroreflex; Respiratory Sinus Arrhythmia |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science R Medicine > R Medicine (General) |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 21 Sep 2017 10:11 |
| Last Modified: | 30 Oct 2024 16:54 |
| URI: | http://repository.essex.ac.uk/id/eprint/20388 |
Available files
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