Literature DB >> 21298355

Review of the methods of determination of directed connectivity from multichannel data.

Katarzyna J Blinowska1.   

Abstract

The methods applied for estimation of functional connectivity from multichannel data are described with special emphasis on the estimators of directedness such as directed transfer function (DTF) and partial directed coherence. These estimators based on multivariate autoregressive model are free of pitfalls connected with application of bivariate measures. The examples of applications illustrating the performance of the methods are given. Time-varying estimators of directedness: short-time DTF and adaptive methods are presented.

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Mesh：

Year:  2011        PMID： 21298355      PMCID： PMC3097342          DOI： 10.1007/s11517-011-0739-x

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN： 0140-0118            Impact factor:   2.602


  30 in total

Review 1.  Event-related EEG/MEG synchronization and desynchronization: basic principles.

Authors:  G Pfurtscheller; F H Lopes da Silva
Journal:  Clin Neurophysiol       Date:  1999-11       Impact factor: 3.708

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

Authors:  E Möller; B Schack; M Arnold; H Witte
Journal:  J Neurosci Methods       Date:  2001-02-15       Impact factor: 2.390

3.  Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significance.

Authors:  M Kamiński; M Ding; W A Truccolo; S L Bressler
Journal:  Biol Cybern       Date:  2001-08       Impact factor: 2.086

4.  Partial directed coherence: a new concept in neural structure determination.

Authors:  L A Baccalá; K Sameshima
Journal:  Biol Cybern       Date:  2001-06       Impact factor: 2.086

5.  Computational model of thalamo-cortical networks: dynamical control of alpha rhythms in relation to focal attention.

Authors:  P Suffczynski; S Kalitzin; G Pfurtscheller; F H Lopes da Silva
Journal:  Int J Psychophysiol       Date:  2001-12       Impact factor: 2.997

6.  Phase and amplitude analysis in time-frequency space--application to voluntary finger movement.

Authors:  J Ginter; K J Blinowska; M Kamiński; P J Durka
Journal:  J Neurosci Methods       Date:  2001-09-30       Impact factor: 2.390

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

Authors:  Wolfram Hesse; Eva Möller; Matthias Arnold; Bärbel Schack
Journal:  J Neurosci Methods       Date:  2003-03-30       Impact factor: 2.390

8.  Evaluation of different measures of functional connectivity using a neural mass model.

Authors:  Olivier David; Diego Cosmelli; Karl J Friston
Journal:  Neuroimage       Date:  2004-02       Impact factor: 6.556

9.  Dynamics of the human alpha rhythm: evidence for non-linearity?

Authors:  C J Stam; J P Pijn; P Suffczynski; F H Lopes da Silva
Journal:  Clin Neurophysiol       Date:  1999-10       Impact factor: 3.708

10.  Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method.

Authors:  Anna Korzeniewska; Małgorzata Mańczak; Maciej Kamiński; Katarzyna J Blinowska; Stefan Kasicki
Journal:  J Neurosci Methods       Date:  2003-05-30       Impact factor: 2.390
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  60 in total

1.  Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality.

Authors:  Vahab Youssofzadeh; Girijesh Prasad; Muhammad Naeem; KongFatt Wong-Lin
Journal:  Neuroinformatics       Date:  2016-01

2.  Neurodynamic measures of functional connectivity and cognition.

Authors:  Selma Supek; Ratko Magjarevic
Journal:  Med Biol Eng Comput       Date:  2011-04-22       Impact factor: 2.602

3.  Frequency-specific network effective connectivity: ERP analysis of recognition memory process by directed connectivity estimators.

Authors:  Mohammad Javad Darvishi Bayazi; Ali Motie Nasrabadi; Chad Dubé
Journal:  Med Biol Eng Comput       Date:  2021-02-09       Impact factor: 2.602

4.  Topographical assessment of neurocortical connectivity by using directed transfer function and partial directed coherence during meditation.

Authors:  Laxmi Shaw; Aurobinda Routray
Journal:  Cogn Process       Date:  2018-05-17

5.  Directed functional connections underlying spontaneous brain activity.

Authors:  Ana Coito; Christoph M Michel; Serge Vulliemoz; Gijs Plomp
Journal:  Hum Brain Mapp       Date:  2018-10-27       Impact factor: 5.038

6.  A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions.

Authors:  Patricia Wollstadt; Ulrich Meyer; Michael Wibral
Journal:  PLoS One       Date:  2015-10-19       Impact factor: 3.240

7.  Group-level cortical and muscular connectivity during perturbations to walking and standing balance.

Authors:  Steven M Peterson; Daniel P Ferris
Journal:  Neuroimage       Date:  2019-05-18       Impact factor: 6.556

8.  Direction of information flow in large-scale resting-state networks is frequency-dependent.

Authors:  Arjan Hillebrand; Prejaas Tewarie; Edwin van Dellen; Meichen Yu; Ellen W S Carbo; Linda Douw; Alida A Gouw; Elisabeth C W van Straaten; Cornelis J Stam
Journal:  Proc Natl Acad Sci U S A       Date:  2016-03-21       Impact factor: 11.205

9.  Effect of age on complexity and causality of the cardiovascular control: comparison between model-based and model-free approaches.

Authors:  Alberto Porta; Luca Faes; Vlasta Bari; Andrea Marchi; Tito Bassani; Giandomenico Nollo; Natália Maria Perseguini; Juliana Milan; Vinícius Minatel; Audrey Borghi-Silva; Anielle C M Takahashi; Aparecida M Catai
Journal:  PLoS One       Date:  2014-02-24       Impact factor: 3.240

10.  Functional connectivity between brain areas estimated by analysis of gamma waves.

Authors:  Farshad Kheiri; Anatol Bragin; Jerome Engel
Journal:  J Neurosci Methods       Date:  2013-01-31       Impact factor: 2.390
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