Connectivity analysis in EEG data: a tutorial review of the state of the art and emerging trends

G Chiarion, L Sparacino, Y Antonacci, L Faes, L Mesin - Bioengineering, 2023 - mdpi.com
Understanding how different areas of the human brain communicate with each other is a
crucial issue in neuroscience. The concepts of structural, functional and effective …

A tutorial for information theory in neuroscience

NM Timme, C Lapish - eneuro, 2018 - eneuro.org
Understanding how neural systems integrate, encode, and compute information is central to
understanding brain function. Frequently, data from neuroscience experiments are …

[图书][B] Transfer entropy

T Bossomaier, L Barnett, M Harré, JT Lizier… - 2016 - Springer
Transfer Entropy Page 1 Chapter 4 Transfer Entropy In this chapter we get to the essential
mathematics of the book—a detailed discussion of transfer entropy. To begin with we look at …

Flexible information routing by transient synchrony

A Palmigiano, T Geisel, F Wolf, D Battaglia - Nature neuroscience, 2017 - nature.com
Perception, cognition and behavior rely on flexible communication between microcircuits in
distinct cortical regions. The mechanisms underlying rapid information rerouting between …

A statistical framework for neuroimaging data analysis based on mutual information estimated via a gaussian copula

RAA Ince, BL Giordano, C Kayser… - Human brain …, 2017 - Wiley Online Library
We begin by reviewing the statistical framework of information theory as applicable to
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …

JIDT: An information-theoretic toolkit for studying the dynamics of complex systems

JT Lizier - Frontiers in Robotics and AI, 2014 - frontiersin.org
Complex systems are increasingly being viewed as distributed information processing
systems, particularly in the domains of computational neuroscience, bioinformatics, and …

Transfer entropy as a measure of brain connectivity: A critical analysis with the help of neural mass models

M Ursino, G Ricci, E Magosso - Frontiers in computational …, 2020 - frontiersin.org
Objective: Assessing brain connectivity from electrophysiological signals is of great
relevance in neuroscience, but results are still debated and depend crucially on how …

Measuring integrated information: Comparison of candidate measures in theory and simulation

PAM Mediano, AK Seth, AB Barrett - Entropy, 2018 - mdpi.com
Integrated Information Theory (IIT) is a prominent theory of consciousness that has at its
centre measures that quantify the extent to which a system generates more information than …

Ketamine dysregulates the amplitude and connectivity of high-frequency oscillations in cortical–subcortical networks in humans: evidence from resting-state …

D Rivolta, T Heidegger, B Scheller, A Sauer… - Schizophrenia …, 2015 - academic.oup.com
Hypofunctioning of the N-methyl-D-aspartate receptor (NMDA-R) has been prominently
implicated in the pathophysiology of schizophrenia (ScZ). The current study tested the …

Toward integrative approaches to study the causal role of neural oscillations via transcranial electrical stimulation

V Beliaeva, I Savvateev, V Zerbi, R Polania - Nature Communications, 2021 - nature.com
Diverse transcranial electrical stimulation (tES) techniques have recently been developed to
elucidate the role of neural oscillations, but critically, it remains questionable whether neural …