(Q35214143)

7 August 2017

title

Efficient transfer entropy analysis of non-stationary neural time series (English)

1 reference

7 August 2017

Patricia Wollstadt

1

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Mario Martínez-Zarzuela

object named as

Mario Martínez-Zarzuela

2

0 references

Michael Wibral

object named as

Michael Wibral

5

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author name string

Raul Vicente

3

1 reference

7 August 2017

Francisco J Díaz-Pernas

4

1 reference

7 August 2017

language of work or name

English

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publication date

28 July 2014

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7 August 2017

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7 August 2017

volume

9

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7 August 2017

issue

7

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7 August 2017

page(s)

e102833

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Creative Commons Attribution 4.0 International

7 August 2017

copyright license

start time

28 July 2014

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April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

Reduced predictable information in brain signals in autism spectrum disorder

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Local active information storage as a tool to understand distributed neural information processing.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

The phase of thalamic alpha activity modulates cortical gamma-band activity: evidence from resting-state MEG recordings

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Measuring information-transfer delays

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Expanding the transfer entropy to identify information circuits in complex systems.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Entropy-based analysis and bioinformatics-inspired integration of global economic information transfer

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

GPU-FS-kNN: a software tool for fast and scalable kNN computation using GPUs.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

When two become one: the limits of causality analysis of brain dynamics

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Empirical and theoretical aspects of generation and transfer of information in a neuromagnetic source network

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Optimal information transfer in the cortex through synchronization.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Synaptic information transfer in computer models of neocortical columns.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Evaluation of the performance of information theory-based methods and cross-correlation to estimate the functional connectivity in cortical networks

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Massively Parallel Signal Processing using the Graphics Processing Unit for Real-Time Brain-Computer Interface Feature Extraction

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Local information transfer as a spatiotemporal filter for complex systems

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

The extraction of 3D shape from texture and shading in the human brain

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Nonparametric statistical testing of EEG- and MEG-data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Top-down facilitation of visual recognition

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Estimating mutual information

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Mining event-related brain dynamics

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Phase-locked alpha and theta oscillations generate the P1-N1 complex and are related to memory performance.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Neural dynamics and the fundamental mechanisms of event-related brain potentials

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Binless strategies for estimation of information from neural data

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Markov models from data by simple nonlinear time series predictors in delay embedding spaces

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Dynamic brain sources of visual evoked responses

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Dynamic imaging of coherent sources: Studying neural interactions in the human brain

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Measuring Information Transfer

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

On the application of information theory to neural spike trains.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Localization of ERP generators and identification of underlying neural processes

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

A fundamental investigation of the composition of auditory evoked potentials.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

The Mechanism of Auditory Evoked EEG Responses

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings.

13 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Bivariate measure of redundant information.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Revisiting Wiener's principle of causality -- interaction-delay reconstruction using transfer entropy and multivariate analysis on delay-weighted graphs

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Quantifying additive evoked contributions to the event-related potential

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

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

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Information modification and particle collisions in distributed computation

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Neuroelectromagnetic correlates of perceptual closure processes.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Testing methodologies for the nonlinear analysis of causal relationships in neurovascular coupling

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Symbolic transfer entropy: inferring directionality in biosignals

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Confounding effects of indirect connections on causality estimation

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Information flow and application to epileptogenic focus localization from intracranial EEG.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Optimising experimental design for MEG beamformer imaging.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Decomposition of working memory-related scalp ERPs: crossvalidation of fMRI-constrained source analysis and ICA.

26 September 2018

1 reference

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Functional structure of cortical neuronal networks grown in vitro

26 September 2018

1 reference

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Evaluating information transfer between auditory cortical neurons

26 September 2018

1 reference

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Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.

26 September 2018

1 reference

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Development of interaction measures based on adaptive non-linear time series analysis of biomedical signals.

26 September 2018

1 reference

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26 September 2018

1 reference

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Neural responses to Mooney images reveal a modular representation of faces in human visual cortex

26 September 2018

1 reference

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Statistical assessment of nonlinear causality: application to epileptic EEG signals

26 September 2018

1 reference

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The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Phase synchronization of the ongoing EEG and auditory EP generation

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Synchronization as adjustment of information rates: detection from bivariate time series.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4113280

Instantaneous multivariate EEG coherence analysis by means of adaptive high-dimensional autoregressive models.

26 September 2018

1 reference

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The effect of face inversion on the human fusiform face area

26 September 2018

1 reference

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1 reference

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1 reference

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Bi-level Locality Sensitive Hashing for k-Nearest Neighbor Computation

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

21 January 2018

1 reference

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On directed information theory and Granger causality graphs

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1 reference

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Fast nearest-neighbor searching for nonlinear signal processing

1 reference

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1 reference

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Momentary information transfer as a coupling measure of time series

1 reference

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Assessing causality from multivariate time series

1 reference

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DOI

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7 August 2017

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7 August 2017

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