Literature DB >> 21153835

Information theoretic interpretation of frequency domain connectivity measures.

Daniel Y Takahashi1, Luiz A Baccalá, Koichi Sameshima.   

Abstract

In order to provide adequate multivariate measures of information flow between neural structures, modified expressions of partial directed coherence (PDC) and directed transfer function (DTF), two popular multivariate connectivity measures employed in neuroscience, are introduced and their formal relationship to mutual information rates are proved.

Mesh：

Year:  2010        PMID： 21153835     DOI： 10.1007/s00422-010-0410-x

Source DB:  PubMed          Journal:  Biol Cybern        ISSN： 0340-1200            Impact factor:   2.086


  23 in total

Review 1.  Facial expressions and the evolution of the speech rhythm.

Authors:  Asif A Ghazanfar; Daniel Y Takahashi
Journal:  J Cogn Neurosci       Date:  2014-01-23       Impact factor: 3.225

2.  A novel method for the identification of synchronization effects in multichannel ECoG with an application to epilepsy.

Authors:  A Graef; M Hartmann; C Flamm; C Baumgartner; M Deistler; T Kluge
Journal:  Biol Cybern       Date:  2013-02-22       Impact factor: 2.086

3.  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

4.  Globally conditioned Granger causality in brain-brain and brain-heart interactions: a combined heart rate variability/ultra-high-field (7 T) functional magnetic resonance imaging study.

Authors:  Andrea Duggento; Marta Bianciardi; Luca Passamonti; Lawrence L Wald; Maria Guerrisi; Riccardo Barbieri; Nicola Toschi
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-05-13       Impact factor: 4.226

Review 5.  The evolution of speech: vision, rhythm, cooperation.

Authors:  Asif A Ghazanfar; Daniel Y Takahashi
Journal:  Trends Cogn Sci       Date:  2014-07-18       Impact factor: 20.229

6.  Electrophysiological Brain Connectivity: Theory and Implementation.

Authors:  Bin He; Laura Astolfi; Pedro A Valdes-Sosa; Daniele Marinazzo; Satu Palva; Christian G Benar; Christoph M Michel; Thomas Koenig
Journal:  IEEE Trans Biomed Eng       Date:  2019-05-07       Impact factor: 4.538

7.  A study for multiscale information transfer measures based on conditional mutual information.

Authors:  Xiaogeng Wan; Lanxi Xu
Journal:  PLoS One       Date:  2018-12-06       Impact factor: 3.240

8.  Active neural coordination of motor behaviors with internal states.

Authors:  Yisi S Zhang; Daniel Y Takahashi; Ahmed El Hady; Diana A Liao; Asif A Ghazanfar
Journal:  Proc Natl Acad Sci U S A       Date:  2022-09-19       Impact factor: 12.779

9.  Information flow in networks and the law of diminishing marginal returns: evidence from modeling and human electroencephalographic recordings.

Authors:  Daniele Marinazzo; Guorong Wu; Mario Pellicoro; Leonardo Angelini; Sebastiano Stramaglia
Journal:  PLoS One       Date:  2012-09-18       Impact factor: 3.240

10.  Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis.

Authors:  Luca Faes; Silvia Erla; Giandomenico Nollo
Journal:  Comput Math Methods Med       Date:  2012-05-14       Impact factor: 2.238
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