In 2002, in a seminal article, Bandt and Pompe proposed a new methodology for the
analysis of complex time series, now known as Ordinal Analysis. The ordinal methodology is …

Brain-related neuronal recordings, such as local field potential, electroencephalogram and
magnetoencephalogram, offer the opportunity to study the complexity of the human brain at …

Background To enable successful inclusion of electroencephalography (EEG) outcome
measures in Alzheimer's disease (AD) clinical trials, we retrospectively mapped the …

Background: The integrated information theory (IIT) of consciousness introduces a measure
Φ to quantify consciousness in a physical system. Directly related to this, general anesthesia …

Objective. Although magnetoencephalography and electroencephalography (M/EEG)
signals at sensor level are robust and reliable, they suffer from different degrees of distortion …

A novel network version of permutation entropy, the inverted joint permutation entropy
(JPEinv), holds potential as non-invasive biomarker of abnormal excitation-inhibition (EI) …

How the human brain processes information during different cognitive tasks is one of the
greatest questions in contemporary neuroscience. Understanding the statistical properties of …

Increasing evidence suggests that measures of signal variability and complexity could
present promising biomarkers for Alzheimer's disease (AD). Earlier studies have however …

Epilepsy is one of the most ordinary neuropathic illnesses, and electroencephalogram
(EEG) is the essential method for recording various brain rhythm activities due to its high …

This article serves two purposes. Firstly, it surveys the Bandt and Pompe methodology for
the statistical community, stressing topics that are open for research. Secondly, it contributes …