Identifying changes in EEG information transfer during drowsy driving by transfer entropy

Independent Component Ensemble of EEG for Brain–Computer Interface

(2014) Chun-Hsiang Chuang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Kinesthesia in a sustained-attention driving task

(2014) Chun-Hsiang Chuang et al.   NEUROIMAGE

Efficient Transfer Entropy Analysis of Non-Stationary Neural Time Series

(2014) Patricia Wollstadt et al.   PLoS One

Frontal theta activity reflects distinct aspects of mental fatigue

(2013) Edmund Wascher et al.   BIOLOGICAL PSYCHOLOGY

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

(2013) Luca Faes et al.   Entropy

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

(2012) Joon Lee et al.   Biomedical Engineering Online

TRENTOOL: A Matlab open source toolbox to analyse information flow in time series data with transfer entropy

(2012) Michael Lindner et al.   BMC NEUROSCIENCE

Generalized EEG-Based Drowsiness Prediction System by Using a Self-Organizing Neural Fuzzy System

(2012) Fu-Chang Lin et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Co-modulatory spectral changes in independent brain processes are correlated with task performance

(2012) Shang-Wen Chuang et al.   NEUROIMAGE

A critical assessment of connectivity measures for EEG data: A simulation study

(2012) Stefan Haufe et al.   NEUROIMAGE

Investigation of the effective connectivity of resting state networks in Alzheimer's disease: a functional MRI study combining independent components analysis and multivariate Granger causality analysis

(2012) Zhenyu Liu et al.   NMR IN BIOMEDICINE

Dopaminergic involvement during mental fatigue in health and cocaine addiction

(2012) S J Moeller et al.   Translational Psychiatry

On the need of objective vigilance monitoring: effects of sleep loss on target detection and task-negative activity using combined EEG/fMRI

(2012) Michael Czisch   Frontiers in Neurology

Estimation of the cortical functional connectivity by directed transfer function during mental fatigue

(2010) Jian-Ping Liu et al.   APPLIED ERGONOMICS

Utility of Independent Component Analysis for Interpretation of Intracranial EEG

(2010) Diane Whitmer et al.   Frontiers in Human Neuroscience

Controlled inducement and measurement of drowsiness in a driving simulator

(2010) H. De Rosario et al.   IET Intelligent Transport Systems

Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis

(2010) Michel Besserve et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

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

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

Information Flow and Application to Epileptogenic Focus Localization From Intracranial EEG

(2009) S. Sabesan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Breakdown of Effective Connectivity During Slow Wave Sleep: Investigating the Mechanism Underlying a Cortical Gate Using Large-Scale Modeling

(2009) Steve K. Esser et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2009) Vasily A. Vakorin et al.   NEUROIMAGE

Finding Stationary Subspaces in Multivariate Time Series

(2009) Paul von Bünau et al.   PHYSICAL REVIEW LETTERS