Compensated Transfer Entropy as a Tool for Reliably Estimating Information Transfer in Physiological Time Series

A framework for assessing frequency domain causality in physiological time series with instantaneous effects

(2013) L. Faes et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series

(2012) Joon Lee et al.   Biomedical Engineering Online

Causal Information Approach to Partial Conditioning in Multivariate Data Sets

(2012) D. Marinazzo et al.   Computational and Mathematical Methods in Medicine

Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series

(2012) Luca Faes et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Framework to study dynamic dependencies in networks of interacting processes

(2012) Daniel Chicharro et al.   PHYSICAL REVIEW E

Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy

(2012) Jakob Runge et al.   PHYSICAL REVIEW LETTERS

When Two Become One: The Limits of Causality Analysis of Brain Dynamics

(2012) Daniel Chicharro et al.   PLoS One

Multivariate EEG spectral analysis evidences the functional link between motor and visual cortex during integrative sensorimotor tasks

(2011) Silvia Erla et al.   Biomedical Signal Processing and Control

Accounting for Respiration is Necessary to Reliably Infer Granger Causality From Cardiovascular Variability Series

(2011) A. Porta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique

(2011) Luca Faes et al.   PHYSICAL REVIEW E

Non-stationarities significantly distort short-term spectral, symbolic and entropy heart rate variability indices

(2011) Valentina Magagnin et al.   PHYSIOLOGICAL MEASUREMENT

Information Domain Approach to the Investigation of Cardio-Vascular, Cardio-Pulmonary, and Vasculo-Pulmonary Causal Couplings

(2011) Luca Faes et al.   Frontiers in Physiology

Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions

(2010) Luca Faes et al.   BIOLOGICAL CYBERNETICS

Differentiating information transfer and causal effect

(2010) J. T. Lizier et al.   EUROPEAN PHYSICAL JOURNAL B

Transfer entropy—a model-free measure of effective connectivity for the neurosciences

(2010) Raul Vicente et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Nonuniform state-space reconstruction and coupling detection

(2010) Ioannis Vlachos et al.   PHYSICAL REVIEW E

Multivariate Granger causality and generalized variance

(2010) Adam B. Barrett et al.   PHYSICAL REVIEW E

Transfer entropy in magnetoencephalographic data: Quantifying information flow in cortical and cerebellar networks

(2010) Michael Wibral et al.   PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY

Illustrating bias due to conditioning on a collider

(2009) Stephen R Cole et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Confounding effects of indirect connections on causality estimation

(2009) Vasily A. Vakorin et al.   JOURNAL OF NEUROSCIENCE METHODS

Exploring transient transfer entropy based on a group-wise ICA decomposition of EEG data

(2009) Vasily A. Vakorin et al.   NEUROIMAGE

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

(2009) Lionel Barnett et al.   PHYSICAL REVIEW LETTERS

Multisensory Integration: A Functional Role for Inter-Area Synchronization?

(2008) Markus Bauer   CURRENT BIOLOGY

Partial Granger causality—Eliminating exogenous inputs and latent variables

(2008) Shuixia Guo et al.   JOURNAL OF NEUROSCIENCE METHODS

Understanding brain connectivity from EEG data by identifying systems composed of interacting sources

(2008) Laura Marzetti et al.   NEUROIMAGE

Inferring the directionality of coupling with conditional mutual information

(2008) Martin Vejmelka et al.   PHYSICAL REVIEW E