메뉴 건너뛰기




Volumn 45, Issue 3, 2009, Pages 722-737

Modelling and analysis of time-variant directed interrelations between brain regions based on BOLD-signals

Author keywords

Connectivity networks; Dynamic Causal Modelling; M1; preSMA; Self paced finger tapping; Simulated BOLD signals; Single shot fMRI; SMA; Time variant Granger Causality; Time variant Partial Directed Coherence

Indexed keywords

OXYGEN;

EID: 61449223481     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2008.12.065     Document Type: Article
Times cited : (31)

References (39)
  • 1
    • 0032213559 scopus 로고    scopus 로고
    • The variability of human, BOLD hemodynamic responses
    • Aguirre G.K., Zarahn E., and D'Esposito M. The variability of human, BOLD hemodynamic responses. NeuroImage 8 (1998) 360-369
    • (1998) NeuroImage , vol.8 , pp. 360-369
    • Aguirre, G.K.1    Zarahn, E.2    D'Esposito, M.3
  • 2
    • 0016355478 scopus 로고
    • New look at statistical-model identification
    • Akaike H. New look at statistical-model identification. IEEE Trans. Automat. Contr. AC19 (1974) 716-723
    • (1974) IEEE Trans. Automat. Contr. , vol.AC19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0035377249 scopus 로고    scopus 로고
    • Partial directed coherence: a new concept in neural structure determination
    • Baccala L.A., and Sameshima K. Partial directed coherence: a new concept in neural structure determination. Biol. Cybern. 84 (2001) 463-474
    • (2001) Biol. Cybern. , vol.84 , pp. 463-474
    • Baccala, L.A.1    Sameshima, K.2
  • 4
    • 33645775748 scopus 로고    scopus 로고
    • A Bayesian approach to modeling dynamic effective connectivity with fMRI data
    • Bhattacharya S., Ho M.H.R., and Purkayastha S. A Bayesian approach to modeling dynamic effective connectivity with fMRI data. NeuroImage 30 (2006) 794-812
    • (2006) NeuroImage , vol.30 , pp. 794-812
    • Bhattacharya, S.1    Ho, M.H.R.2    Purkayastha, S.3
  • 5
    • 6344282409 scopus 로고    scopus 로고
    • "Dynamic" connectivity in neural systems: theoretical and empirical considerations
    • Breakspear M. "Dynamic" connectivity in neural systems: theoretical and empirical considerations. Neuroinformatics 2 (2004) 205-226
    • (2004) Neuroinformatics , vol.2 , pp. 205-226
    • Breakspear, M.1
  • 6
    • 0031021275 scopus 로고    scopus 로고
    • A model for the coupling between cerebral blood flow and oxygen metabolism during neural stimulation
    • Buxton R.B., and Frank L.R. A model for the coupling between cerebral blood flow and oxygen metabolism during neural stimulation. J. Cereb. Blood Flow Metab. 17 (1997) 64-72
    • (1997) J. Cereb. Blood Flow Metab. , vol.17 , pp. 64-72
    • Buxton, R.B.1    Frank, L.R.2
  • 7
    • 7044239641 scopus 로고    scopus 로고
    • Modeling the hemodynamic response to brain activation
    • Buxton R.B., Uludag K., Dubowitz D.J., and Liu T.T. Modeling the hemodynamic response to brain activation. NeuroImage 23 (2004) S220-S233
    • (2004) NeuroImage , vol.23
    • Buxton, R.B.1    Uludag, K.2    Dubowitz, D.J.3    Liu, T.T.4
  • 8
    • 0037446589 scopus 로고    scopus 로고
    • Statistical assessment of nonlinear causality: application to epileptic EEG signals
    • Chavez M., Martinerie J., and Le Van Quyen M. Statistical assessment of nonlinear causality: application to epileptic EEG signals. J. Neurosci. Methods 124 (2003) 113-128
    • (2003) J. Neurosci. Methods , vol.124 , pp. 113-128
    • Chavez, M.1    Martinerie, J.2    Le Van Quyen, M.3
  • 9
    • 0036331618 scopus 로고    scopus 로고
    • The preparation and execution of self-initiated and externally-triggered movement: a study of event-related fMRI
    • Cunnington R., Windischberger C., Deecke L., and Moser E. The preparation and execution of self-initiated and externally-triggered movement: a study of event-related fMRI. NeuroImage 15 (2002) 373-385
    • (2002) NeuroImage , vol.15 , pp. 373-385
    • Cunnington, R.1    Windischberger, C.2    Deecke, L.3    Moser, E.4
  • 10
    • 0141535123 scopus 로고    scopus 로고
    • The preparation and readiness for voluntary movement: a high-field event-related fMRI study of the Bereitschafts-BOLD response
    • Cunnington R., Windischberger C., Deecke L., and Moser E. The preparation and readiness for voluntary movement: a high-field event-related fMRI study of the Bereitschafts-BOLD response. NeuroImage 20 (2003) 404-412
    • (2003) NeuroImage , vol.20 , pp. 404-412
    • Cunnington, R.1    Windischberger, C.2    Deecke, L.3    Moser, E.4
  • 11
    • 31144458097 scopus 로고    scopus 로고
    • Premovement activity of the pre-supplementary motor area and the readiness for action: studies of time-resolved event-related functional MRI
    • Cunnington R., Windischberger C., and Moser E. Premovement activity of the pre-supplementary motor area and the readiness for action: studies of time-resolved event-related functional MRI. Hum. Mov. Sci. 24 (2005) 644-656
    • (2005) Hum. Mov. Sci. , vol.24 , pp. 644-656
    • Cunnington, R.1    Windischberger, C.2    Moser, E.3
  • 12
    • 0033918906 scopus 로고    scopus 로고
    • Supplementary motor area activation preceding voluntary movement is detectable with a whole-scalp magnetoencephalography system
    • Erdler M., Beisteiner R., Mayer D., Kaindl T., Edward V., Windischberger C., Lindinger G., and Deecke L. Supplementary motor area activation preceding voluntary movement is detectable with a whole-scalp magnetoencephalography system. NeuroImage 11 (2000) 697-707
    • (2000) NeuroImage , vol.11 , pp. 697-707
    • Erdler, M.1    Beisteiner, R.2    Mayer, D.3    Kaindl, T.4    Edward, V.5    Windischberger, C.6    Lindinger, G.7    Deecke, L.8
  • 16
    • 0033778839 scopus 로고    scopus 로고
    • Nonlinear responses in fMRI: the balloon model, volterra kernels, and other hemodynamics
    • Friston K.J., Mechelli A., Turner R., and Price C.J. Nonlinear responses in fMRI: the balloon model, volterra kernels, and other hemodynamics. NeuroImage 12 (2000) 466-477
    • (2000) NeuroImage , vol.12 , pp. 466-477
    • Friston, K.J.1    Mechelli, A.2    Turner, R.3    Price, C.J.4
  • 17
    • 0032664889 scopus 로고    scopus 로고
    • Learning continuous trajectories in recurrent neural networks with time-dependent weights
    • Galicki M., Leistritz L., and Witte H. Learning continuous trajectories in recurrent neural networks with time-dependent weights. IEEE Trans. Neural Netw. 10 (1999) 741-756
    • (1999) IEEE Trans. Neural Netw. , vol.10 , pp. 741-756
    • Galicki, M.1    Leistritz, L.2    Witte, H.3
  • 18
    • 2442550796 scopus 로고    scopus 로고
    • Improving generalization capabilities of dynamic neural networks
    • Galicki M., Leistritz L., Zwick E.B., and Witte H. Improving generalization capabilities of dynamic neural networks. Neural Comput. 16 (2004) 1253-1282
    • (2004) Neural Comput. , vol.16 , pp. 1253-1282
    • Galicki, M.1    Leistritz, L.2    Zwick, E.B.3    Witte, H.4
  • 19
    • 84894912254 scopus 로고
    • Measurement of linear-dependence and feedback between multiple time-series
    • Geweke J. Measurement of linear-dependence and feedback between multiple time-series. J. Am. Stat. Assoc. 77 (1982) 304-313
    • (1982) J. Am. Stat. Assoc. , vol.77 , pp. 304-313
    • Geweke, J.1
  • 20
    • 1042301100 scopus 로고    scopus 로고
    • Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping
    • Goebel R., Roebroeck A., Kim D.S., and Formisano E. Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn. Reson. Imaging 21 (2003) 1251-1261
    • (2003) Magn. Reson. Imaging , vol.21 , pp. 1251-1261
    • Goebel, R.1    Roebroeck, A.2    Kim, D.S.3    Formisano, E.4
  • 21
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37 (1969) 424-438
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 22
    • 0000908767 scopus 로고
    • Multivariate linear time-series models
    • Hannan E.J., and Kavalieris L. Multivariate linear time-series models. Adv. Appl. Probab. 16 (1984) 492-561
    • (1984) Adv. Appl. Probab. , vol.16 , pp. 492-561
    • Hannan, E.J.1    Kavalieris, L.2
  • 23
    • 0037473234 scopus 로고    scopus 로고
    • The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies
    • Hesse W., Möller E., Arnold M., and Schack B. The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies. J. Neurosci. Methods 124 (2003) 27-44
    • (2003) J. Neurosci. Methods , vol.124 , pp. 27-44
    • Hesse, W.1    Möller, E.2    Arnold, M.3    Schack, B.4
  • 24
    • 33746885846 scopus 로고    scopus 로고
    • Causal visual interactions as revealed by an information theoretic measure and fMRI
    • Hinrichs H., Heinze H.J., and Schoenfeld M.A. Causal visual interactions as revealed by an information theoretic measure and fMRI. NeuroImage 31 (2006) 1051-1060
    • (2006) NeuroImage , vol.31 , pp. 1051-1060
    • Hinrichs, H.1    Heinze, H.J.2    Schoenfeld, M.A.3
  • 25
    • 0035433274 scopus 로고    scopus 로고
    • Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance
    • Kaminski M., Ding M., Truccolo W.A., and Bressler S.L. Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance. Biol. Cybern. 85 (2001) 145-157
    • (2001) Biol. Cybern. , vol.85 , pp. 145-157
    • Kaminski, M.1    Ding, M.2    Truccolo, W.A.3    Bressler, S.L.4
  • 26
    • 33747323358 scopus 로고    scopus 로고
    • Development of interaction measures based on adaptive non-linear time series analysis of biomedical signals
    • Leistritz L., Hesse W., Arnold M., and Witte H. Development of interaction measures based on adaptive non-linear time series analysis of biomedical signals. Biomed. Tech. (Berl.) 51 (2006) 64-69
    • (2006) Biomed. Tech. (Berl.) , vol.51 , pp. 64-69
    • Leistritz, L.1    Hesse, W.2    Arnold, M.3    Witte, H.4
  • 27
    • 33845940487 scopus 로고    scopus 로고
    • Time-variant analysis of fast-fMRI and dynamic contrast agent MRI sequences as examples of 4-dimensional image analysis
    • Leistritz L., Hesse W., Wüstenberg T., Fitzek C., Reichenbach J., and Witte H. Time-variant analysis of fast-fMRI and dynamic contrast agent MRI sequences as examples of 4-dimensional image analysis. Methods Inf. Med. 45 (2006) 643-650
    • (2006) Methods Inf. Med. , vol.45 , pp. 643-650
    • Leistritz, L.1    Hesse, W.2    Wüstenberg, T.3    Fitzek, C.4    Reichenbach, J.5    Witte, H.6
  • 28
    • 33748637368 scopus 로고    scopus 로고
    • Investigating neural-hemodynamic coupling and the hemodynamic response function in the awake rat
    • Martin C., Martindale J., Berwick J., and Mayhew J. Investigating neural-hemodynamic coupling and the hemodynamic response function in the awake rat. NeuroImage 32 (2006) 33-48
    • (2006) NeuroImage , vol.32 , pp. 33-48
    • Martin, C.1    Martindale, J.2    Berwick, J.3    Mayhew, J.4
  • 29
    • 0035864971 scopus 로고    scopus 로고
    • Instantaneous multivariate EEG coherence analysis by means of adaptive high-dimensional autoregressive models
    • Möller E., Schack B., Arnold M., and Witte H. Instantaneous multivariate EEG coherence analysis by means of adaptive high-dimensional autoregressive models. J. Neurosci. Methods 105 (2001) 143-158
    • (2001) J. Neurosci. Methods , vol.105 , pp. 143-158
    • Möller, E.1    Schack, B.2    Arnold, M.3    Witte, H.4
  • 31
    • 14244259417 scopus 로고    scopus 로고
    • Mapping directed influence over the brain using Granger causality and fMRI
    • Roebroeck A., Formisano E., and Goebel R. Mapping directed influence over the brain using Granger causality and fMRI. NeuroImage 25 (2005) 230-242
    • (2005) NeuroImage , vol.25 , pp. 230-242
    • Roebroeck, A.1    Formisano, E.2    Goebel, R.3
  • 33
    • 33747441407 scopus 로고    scopus 로고
    • A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality
    • Sato J.R., Amaro E., Takahashi D.Y., Felix M.D., Brammer M.J., and Morettin P.A. A method to produce evolving functional connectivity maps during the course of an fMRI experiment using wavelet-based time-varying Granger causality. NeuroImage 31 (2006) 187-196
    • (2006) NeuroImage , vol.31 , pp. 187-196
    • Sato, J.R.1    Amaro, E.2    Takahashi, D.Y.3    Felix, M.D.4    Brammer, M.J.5    Morettin, P.A.6
  • 34
    • 12944275674 scopus 로고    scopus 로고
    • Measuring information transfer
    • Schreiber T. Measuring information transfer. Phys. Rev. Lett. 85 (2000) 461-464
    • (2000) Phys. Rev. Lett. , vol.85 , pp. 461-464
    • Schreiber, T.1
  • 36
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R., and Price K. Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J. Glob. Optim. 11 (1997) 341-359
    • (1997) J. Glob. Optim. , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 37
    • 47549095408 scopus 로고    scopus 로고
    • How do brain areas communicate during the processing of noxious stimuli? An analysis of laser-evoked event-related potentials using the Granger Causality Index
    • Weiss T., Hesse W., Ungureanu M., Hecht H., Leistritz L., Witte H., and Miltner W.H.R. How do brain areas communicate during the processing of noxious stimuli? An analysis of laser-evoked event-related potentials using the Granger Causality Index. J. Neurophysiol. 99 (2008) 2220-2231
    • (2008) J. Neurophysiol. , vol.99 , pp. 2220-2231
    • Weiss, T.1    Hesse, W.2    Ungureanu, M.3    Hecht, H.4    Leistritz, L.5    Witte, H.6    Miltner, W.H.R.7
  • 39
    • 0031056411 scopus 로고    scopus 로고
    • Localization of the motor hand area to a knob on the precentral gyrus - a new landmark
    • Yousry T.A., Schmid U.D., Alkadhi H., Schmidt D., Peraud A., Buettner A., and Winkler P. Localization of the motor hand area to a knob on the precentral gyrus - a new landmark. Brain 120 (1997) 141-157
    • (1997) Brain , vol.120 , pp. 141-157
    • Yousry, T.A.1    Schmid, U.D.2    Alkadhi, H.3    Schmidt, D.4    Peraud, A.5    Buettner, A.6    Winkler, P.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.