publication . Article . 2012

New Levels of Language Processing Complexity and Organization Revealed by Granger Causation

Gow, David W.; Caplan, David N.;
Open Access English
  • Published: 01 Nov 2012 Journal: Frontiers in Psychology, volume 3 (issn: 1664-1078, eissn: 1664-1078, Copyright policy)
  • Publisher: Frontiers Media S.A.
Abstract
Granger causation analysis of high spatiotemporal resolution reconstructions of brain activation offers a new window on the dynamic interactions between brain areas that support language processing. Premised on the observation that causes both precede and uniquely predict their effects, this approach provides an intuitive, model-free means of identifying directed causal interactions in the brain. It requires the analysis of all non-redundant potentially interacting signals, and has shown that even “early” processes such as speech perception involve interactions of many areas in a strikingly large network that extends well beyond traditional left hemisphere peris...
Subjects
free text keywords: Review Article, Psychology, small world connectivity, EEG, effective connectivity, rich-club connectivity, Granger causation analysis, speech perception, MEG, superior temporal gyrus
Funded by
NIH| Neural Dynamics of Spoken Word Recognition
Project
  • Funder: National Institutes of Health (NIH)
  • Project Code: 5R01DC003108-14
  • Funding stream: NATIONAL INSTITUTE ON DEAFNESS AND OTHER COMMUNICATION DISORDERS
100 references, page 1 of 7

Anderson J. R. (1978). Arguments concerning representations for mental imagery. Psychol. Rev.85, 249–277 10.1037/0033-295X.85.6.597 [DOI]

Bassett D. S.Bullmore E. (2006). Small-world brain networks. Neuroscientist 12, 512–523 10.1177/1073858406293182 17079517 [PubMed] [DOI]

Blumstein S. E.Myers E. B.Rissman J. (2005). The perception of voice onset time: an fMRI investigation of phonetic category structure. J. Cogn. Neurosci. 17, 1353–1366 10.1162/0898929054985473 16197689 [PubMed] [DOI]

Box G. E. P.Jenkins G. M.Reinsel G. C. (1994). Time Series Analysis: Forecasting and Control. Englewood Cliffs, NJ: Prentice-Hall

Brovelli A.Ding M.Ledberg A.Chen Y.Nakamura R.Bressler S. L. (2004). Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U.S.A. 101, 9849–9854 10.1073/pnas.0308538101 15210971 [OpenAIRE] [PubMed] [DOI]

Bullmore E. (2000). How good is good enough in path analysis of fMRI data? Neuroimage 11, 289–301 10.1016/S1053-8119(00)91221-7 10725185 [PubMed] [DOI]

Bullmore E.Sporns O. (2009). Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 10, 186–198 10.1038/nrn2618 19190637 [PubMed] [DOI]

Buschsbaum B. R.Hickok G.Humphries C. (2001). Role of left posterior superior temporal gyrus in phonological processing for speech perception and production. Cogn. Sci. 25, 663–678 10.1207/s15516709cog2505_2 [DOI]

Buzsáki G. (2006). Rhythms of the Brain. Oxford: Oxford University Press

Caplan D.Gow D. (2012). Effects of tasks on BOLD signal responses to sentence contrasts: review and commentary. Brain Lang. 120, 174–186 10.1016/j.bandl.2010.08.002 20932562 [OpenAIRE] [PubMed] [DOI]

Dale A. M.Liu A. K.Fischl B.Buckner R. L.Belliveau J. W.Lewine J. D. (2000). Dynamic statistical parametric mapping: combining fMRI and MEG for high resolution imaging of cortical activity. Neuron 26, 55–67 10.1016/S0896-6273(00)81138-1 10798392 [PubMed] [DOI]

Daunizeau J.David O.Stephan K. E. (2011). Dynamic causal modelling: a critical review of the biophysical and statistical foundations. Neuroimage 58, 312–322 10.1016/j.neuroimage.2009.11.062 19961941 [OpenAIRE] [PubMed] [DOI]

Daunizeau J.Kiebel S. J.Friston K. J. (2009). Dynamic causal modelling of distributed electromagnetic responses. Neuroimage 47, 590–601 10.1016/j.neuroimage.2009.04.062 19398015 [OpenAIRE] [PubMed] [DOI]

David O.Maess B.Eckstein K.Friederici A. D. (2011). Dynamic causal modeling of subcortical connectivity of language. J. Neurosci. 31, 2712–2717 10.1523/JNEUROSCI.3433-10.2011 21325540 [OpenAIRE] [PubMed] [DOI]

Denes P. B.Pinson E. N. (1993). The Speech Chain. New York: W.H. Freeman

100 references, page 1 of 7
Abstract
Granger causation analysis of high spatiotemporal resolution reconstructions of brain activation offers a new window on the dynamic interactions between brain areas that support language processing. Premised on the observation that causes both precede and uniquely predict their effects, this approach provides an intuitive, model-free means of identifying directed causal interactions in the brain. It requires the analysis of all non-redundant potentially interacting signals, and has shown that even “early” processes such as speech perception involve interactions of many areas in a strikingly large network that extends well beyond traditional left hemisphere peris...
Subjects
free text keywords: Review Article, Psychology, small world connectivity, EEG, effective connectivity, rich-club connectivity, Granger causation analysis, speech perception, MEG, superior temporal gyrus
Funded by
NIH| Neural Dynamics of Spoken Word Recognition
Project
  • Funder: National Institutes of Health (NIH)
  • Project Code: 5R01DC003108-14
  • Funding stream: NATIONAL INSTITUTE ON DEAFNESS AND OTHER COMMUNICATION DISORDERS
100 references, page 1 of 7

Anderson J. R. (1978). Arguments concerning representations for mental imagery. Psychol. Rev.85, 249–277 10.1037/0033-295X.85.6.597 [DOI]

Bassett D. S.Bullmore E. (2006). Small-world brain networks. Neuroscientist 12, 512–523 10.1177/1073858406293182 17079517 [PubMed] [DOI]

Blumstein S. E.Myers E. B.Rissman J. (2005). The perception of voice onset time: an fMRI investigation of phonetic category structure. J. Cogn. Neurosci. 17, 1353–1366 10.1162/0898929054985473 16197689 [PubMed] [DOI]

Box G. E. P.Jenkins G. M.Reinsel G. C. (1994). Time Series Analysis: Forecasting and Control. Englewood Cliffs, NJ: Prentice-Hall

Brovelli A.Ding M.Ledberg A.Chen Y.Nakamura R.Bressler S. L. (2004). Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U.S.A. 101, 9849–9854 10.1073/pnas.0308538101 15210971 [OpenAIRE] [PubMed] [DOI]

Bullmore E. (2000). How good is good enough in path analysis of fMRI data? Neuroimage 11, 289–301 10.1016/S1053-8119(00)91221-7 10725185 [PubMed] [DOI]

Bullmore E.Sporns O. (2009). Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 10, 186–198 10.1038/nrn2618 19190637 [PubMed] [DOI]

Buschsbaum B. R.Hickok G.Humphries C. (2001). Role of left posterior superior temporal gyrus in phonological processing for speech perception and production. Cogn. Sci. 25, 663–678 10.1207/s15516709cog2505_2 [DOI]

Buzsáki G. (2006). Rhythms of the Brain. Oxford: Oxford University Press

Caplan D.Gow D. (2012). Effects of tasks on BOLD signal responses to sentence contrasts: review and commentary. Brain Lang. 120, 174–186 10.1016/j.bandl.2010.08.002 20932562 [OpenAIRE] [PubMed] [DOI]

Dale A. M.Liu A. K.Fischl B.Buckner R. L.Belliveau J. W.Lewine J. D. (2000). Dynamic statistical parametric mapping: combining fMRI and MEG for high resolution imaging of cortical activity. Neuron 26, 55–67 10.1016/S0896-6273(00)81138-1 10798392 [PubMed] [DOI]

Daunizeau J.David O.Stephan K. E. (2011). Dynamic causal modelling: a critical review of the biophysical and statistical foundations. Neuroimage 58, 312–322 10.1016/j.neuroimage.2009.11.062 19961941 [OpenAIRE] [PubMed] [DOI]

Daunizeau J.Kiebel S. J.Friston K. J. (2009). Dynamic causal modelling of distributed electromagnetic responses. Neuroimage 47, 590–601 10.1016/j.neuroimage.2009.04.062 19398015 [OpenAIRE] [PubMed] [DOI]

David O.Maess B.Eckstein K.Friederici A. D. (2011). Dynamic causal modeling of subcortical connectivity of language. J. Neurosci. 31, 2712–2717 10.1523/JNEUROSCI.3433-10.2011 21325540 [OpenAIRE] [PubMed] [DOI]

Denes P. B.Pinson E. N. (1993). The Speech Chain. New York: W.H. Freeman

100 references, page 1 of 7
Powered by OpenAIRE Open Research Graph
Any information missing or wrong?Report an Issue
publication . Article . 2012

New Levels of Language Processing Complexity and Organization Revealed by Granger Causation

Gow, David W.; Caplan, David N.;