Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics

Luca Faes, Luca Citi, Michele Orini, Riccardo Barbieri, Gaetano Valenza, Luca Faes

Risultato della ricerca: Article

10 Citazioni (Scopus)

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.
Lingua originaleEnglish
pagine (da-a)1077-1085
Numero di pagine9
RivistaIEEE Transactions on Biomedical Engineering
Volume65
Stato di pubblicazionePublished - 2018

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering

Fingerprint Entra nei temi di ricerca di 'Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics'. Insieme formano una fingerprint unica.

  • Cita questo