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Statistical
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By members and collaborators of the Functional Imaging Laboratory


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Publications about 'DCM'

Thesis

  1. M.I. Garrido. Causal Modelling of Evoked Brain Responses. PhD thesis, University College London, 2008. [PDF] Keyword(s): DCM, EEG. [bibtex-entry]


Articles in journal, book chapters

  1. Rick Adams, Markus Bauer, Dimitris Pinotsis, and K.J. Friston. Dynamic causal modelling of pursuit eye movements: a physiological validation with MEG. NeuroImage, 132:175-189, 2016. [doi:10.1016/j.neuroimage.2016.02.055] Keyword(s): DCM. [bibtex-entry]


  2. Dimitris Pinotsis, G. Perry, V. Litvak, K. Singh, and K.J. Friston. Intersubject variability of induced gamma in the visual cortex: DCM with empirical Bayes and neural fields. Human Brain Mapping, 2016. [doi:10.1002/hbm.23331] Keyword(s): DCM. [bibtex-entry]


  3. K.J. Friston, J. Kahan, B. Biswal, and A. Razi. A DCM for resting state fMRI. NeuroImage, 2014. [WWW] [doi:10.1016/j.neuroimage.2013.12.009] [bibtex-entry]


  4. D.A. Pinotsis and K.J. Friston. Gamma oscillations and neural field DCMs can reveal cortical excitability and microstructure. AIMS Neuroscience Special Issue on Gamma Oscillations, 1:4-24, 2014. [doi:10.3934/Neuroscience.2014.1.18] [bibtex-entry]


  5. D.A. Pinotsis, N.Brunet, A. Bastos, V. Litvak, P.Fries, and K.J. Friston. Contrast gain control and horizontal interactions in V1: A DCM study. NeuroImage, 92:143-155, 2014. [doi:10.1016/j.neuroimage.2014.01.047] Keyword(s): DCM. [bibtex-entry]


  6. J. Daunizeau, L. Lemieux, A.E. Vaudano, K.J. Friston, and K.E. Stephan. An electrophysiological validation of stochastic DCM for fMRI. Frontiers in Computational Neuroscience, 6(103), 2013. [doi:10.3389/fncom.2012.00103] Keyword(s): DCM. [bibtex-entry]


  7. Joshua Kahan and Tom Foltynie. Understanding DCM: Ten simple rules for the clinician. NeuroImage, 83:542-549, 2013. [WWW] [PDF] [doi:10.1016/j.neuroimage.2013.07.008] Keyword(s): DCM, connectivity. [bibtex-entry]


  8. R. Moran, D.A. Pinotsis, and K.J. Friston. Neural Masses and Fields in Dynamic Causal Modelling. Frontiers in Computational Neuroscience, 7(00057), 2013. [doi:10.3389/fncom.2013.00057] Keyword(s): DCM. [bibtex-entry]


  9. D.A. Pinotsis, Marco Leite, and K.J. Friston. On conductance-based neural field models. Frontiers in Computational Neuroscience, 7(00158), 2013. [doi:10.3389/fncom.2013.00158] Keyword(s): DCM. [bibtex-entry]


  10. D.A. Pinotsis, D.S. Schwarzkopf, V. Litvak, G. Rees, G. Barnes, and K.J. Friston. Dynamic causal modelling of lateral interactions in the visual cortex. NeuroImage, 66(1):563-576, 2013. [PDF] [doi:10.1016/j.neuroimage.2012.10.078] Keyword(s): DCM. [bibtex-entry]


  11. J. Daunizeau, K.E. Stephan, and K.J. Friston. Stochastic Dynamic Causal Modelling of fMRI data: should we care about neural noise?. NeuroImage, 62(1):464-481, 2012. [doi:10.1016/j.neuroimage.2012.04.061] Keyword(s): DCM. [bibtex-entry]


  12. K.J. Friston, A. Bastos, V. Litvak, K.E. Stephan, P. Fries, and R. Moran. DCM for complex-valued data: Cross-spectra, coherence and phase-delays. NeuroImage, 59(1):439-455, 2012. [doi:10.1016/j.neuroimage.2011.07.048] [bibtex-entry]


  13. D.A. Pinotsis, R. Moran, and K.J. Friston. Dynamic causal modeling with neural fields. NeuroImage, 59(2):1261-1274, 2012. [PDF] [doi:10.1016/j.neuroimage.2011.08.020] Keyword(s): DCM. [bibtex-entry]


  14. K.H Brodersen, T.M. Schofield, A.P. Leff, C.S. Ong, E.I. Lomakina, J.M. Buhmann, and K.E. Stephan. Generative Embedding for Model-Based Classification of fMRI Data. PLOS Computational Biology, 7(6):e1002079, 2011. [PDF] [doi:10.1371/journal.pcbi.1002079] Keyword(s): DCM. [bibtex-entry]


  15. J. Daunizeau, O. David, and K.E. Stephan. Dynamic causal modelling: A critical review of the biophysical and statistical foundations. NeuroImage, 58:312-322, 2011. [PDF] [doi:10.1016/j.neuroimage.2009.11.062] Keyword(s): DCM. [bibtex-entry]


  16. J. Daunizeau, K. Preuschoff, K.J. Friston, and K.E. Stephan. Optimizing experimental design for comparing models of brain function. PLoS Comp. Biol., 7(11):e1002280, 2011. [doi:10.1371/journal.pcbi.1002280] Keyword(s): DCM. [bibtex-entry]


  17. D.A. Pinotsis and K.J. Friston. Neural fields, spectral responses and lateral connections. NeuroImage, 55(1):39-48, 2011. [WWW] [doi:10.1016/j.neuroimage.2010.11.081] Keyword(s): DCM. [bibtex-entry]


  18. K.J. Friston, B. Li, J. Daunizeau, and K.E. Stephan. Network discovery with DCM. NeuroImage, in press, 2010. [doi:10.1016/j.neuroimage.2010.12.039] Keyword(s): DCM. [bibtex-entry]


  19. K.E. Stephan and K.J. Friston. Analyzing effective connectivity with functional magnetic resonance imaging. WIREs Cognitive Sience, 1:446-459, 2010. [PDF] [doi:10.1002/wcs.58] Keyword(s): DCM, fMRI. [bibtex-entry]


  20. K.E. Stephan, W.D. Penny, R. Moran, H.E. Den Ouden, J. Daunizeau, and K.J. Friston. Ten simple rules for dynamic causal modelling. NeuroImage, 49(4):3099-3109, 2010. [PDF] [doi:10.1016/j.neuroimage.2009.11.015] Keyword(s): DCM. [bibtex-entry]


  21. C.C. Chen, R.N.A. Henson, K.E. Stephan, J. Kilner, and K.J. Friston. Forward and backward connections in the brain: A DCM study of functional asymmetries. NeuroImage, 45(2):453-462, 2009. [doi:10.1016/j.neuroimage.2008.12.041] Keyword(s): DCM, MEG. [bibtex-entry]


  22. J. Daunizeau, S.J. Kiebel, and K.J. Friston. Dynamic causal modelling of distributed electromagnetic responses. NeuroImage, 2009. [doi:10.1016/j.neuroimage.2009.04.062] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  23. S.J. Kiebel, M.I. Garrido, R. Moran, C.C. Chen, and K.J. Friston. Dynamic causal modeling for EEG and MEG. Human Brain Mapping, 30(6):1866-1876, 2009. [doi:10.1002/hbm.20775] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  24. R. Moran, K.E. Stephan, T. Seidenbecher, H.C. Pape, R. Dolan, and K.J. Friston. Dynamic causal models of steady-state responses. NeuroImage, 44(3):796-811, 2009. [doi:10.1016/j.neuroimage.2008.09.048] Keyword(s): DCM. [bibtex-entry]


  25. K.E. Stephan, W.D. Penny, J. Daunizeau, R. Moran, and K.J. Friston. Bayesian model selection for group studies. NeuroImage, 46(3):1004-10174, 2009. [PDF] [doi:10.1016/j.neuroimage.2009.03.025] Keyword(s): DCM, BMC, Bayesian, group. [bibtex-entry]


  26. C.C. Chen, S.J. Kiebel, and K.J. Friston. Dynamic causal modelling of induced responses. NeuroImage, 41(4):1293-1312, 2008. [doi:10.1016/j.neuroimage.2008.03.026] Keyword(s): DCM. [bibtex-entry]


  27. Matthias Fastenrath, K.J. Friston, and S.J. Kiebel. Dynamical causal modelling for M/EEG: Spatial and temporal symmetry constraints. NeuroImage, 2008. [doi:10.1016/j.neuroimage.2008.07.041] Keyword(s): DCM, MEG, EEG. [bibtex-entry]


  28. M.I. Garrido, K.J. Friston, K.E. Stephan, S.J. Kiebel, T. Baldeweg, and J. Kilner. The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage, 42(2):936-944, 2008. [PDF] [doi:10.1016/j.neuroimage.2008.05.018] Keyword(s): DCM, EEG. [bibtex-entry]


  29. S.J. Kiebel, M.I. Garrido, R. Moran, and K.J. Friston. Dynamic causal modelling for EEG and MEG. Cognitive Neurodynamics, 2(2):121-136, 2008. [doi:10.1007/s11571-008-9038-0] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  30. A.C. Marreiros, J. Daunizeau, S.J. Kiebel, and K.J. Friston. Population dynamics: Variance and the sigmoid activation function. NeuroImage, 42(1):147-157, 2008. [doi:10.1016/j.neuroimage.2008.04.239] Keyword(s): DCM, EEG. [bibtex-entry]


  31. A.C. Marreiros, S.J. Kiebel, and K.J. Friston. Dynamic causal modelling for fMRI: A two-state model. NeuroImage, 39:269-278, 2008. [doi:10.1016/j.neuroimage.2007.08.019] Keyword(s): DCM. [bibtex-entry]


  32. K.E. Stephan, L. Kasper, L. Harrison, J. Daunizeau, H. den Ouden, M. Breakspear, and K.J. Friston. Nonlinear Dynamic Causal Models for FMRI. NeuroImage, 42(2):649-662, 2008. [PDF] [doi:10.1016/j.neuroimage.2008.04.262] Keyword(s): DCM, fMRI. [bibtex-entry]


  33. K.E. Stephan, J.J. Riera, G. Deco, and B. Horwitz. The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience. NeuroImage, 42(1):1-9, 2008. [PDF] [doi:10.1016/j.neuroimage.2008.04.167] Keyword(s): DCM. [bibtex-entry]


  34. M.I. Garrido, J. Kilner, S.J. Kiebel, and K.J. Friston. Evoked brain responses are generated by feedback loops. PNAS, 104(52):20961-20966, 2007. [doi:10.1073/pnas.0706274105] Keyword(s): DCM, EEG. [bibtex-entry]


  35. M.I. Garrido, J. Kilner, S.J. Kiebel, K.E. Stephan, and K.J. Friston. Dynamic causal modelling of evoked potentials: A reproducibility study. NeuroImage, 36:571-580, 2007. [PDF] [doi:10.1016/j.neuroimage.2007.03.014] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  36. S.J. Kiebel, M.I. Garrido, and K.J. Friston. Dynamic causal modelling of evoked responses: The role of intrinsic connections. NeuroImage, 36:332-345, 2007. [doi:10.1016/j.neuroimage.2007.02.046] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  37. S.J. Kiebel, S. Kl�ppel, N. Weiskopf, and K.J. Friston. Dynamic causal modeling: A generative model of slice timing in fMRI. NeuroImage, 34:1487-1496, 2007. [doi:10.1016/j.neuroimage.2006.10.026] Keyword(s): fMRI, DCM, sampling. [bibtex-entry]


  38. K.E. Stephan, L. Harrison, S.J. Kiebel, O. David, W.D. Penny, and K.J. Friston. Dynamic causal models of neural system dynamics: current state and future extensions. Journal of Biosciences, pp 129-144, 2007. [PDF] Keyword(s): DCM, fMRI. [bibtex-entry]


  39. K.E. Stephan, J.C. Marshall, W.D. Penny, K.J. Friston, and G.R. Fink. Interhemispheric integration of visual processing during task-driven lateralization. Journal of Neuroscience, 27:3512-3522, 2007. [PDF] Keyword(s): DCM, fMRI. [bibtex-entry]


  40. K.E. Stephan, N. Weiskopf, P.M. Drysdale, P.A. Robinson, and K.J. Friston. Comparing hemodynamic models with DCM. NeuroImage, 38:387-401, 2007. [PDF] [doi:10.1016/j.neuroimage.2007.07.040] Keyword(s): DCM, bayesian. [bibtex-entry]


  41. O. David, S.J. Kiebel, L. Harrison, J. Mattout, J. Kilner, and K.J. Friston. Dynamic Causal Modelling of Evoked Responses in EEG and MEG. NeuroImage, 30:1255-1272, 2006. [PDF] [doi:doi:10.1016/j.neuroimage.2005.10.045] Keyword(s): DCM, EEG, MEG. [bibtex-entry]


  42. S.J. Kiebel, O. David, and K.J. Friston. Dynamic Causal Modelling of Evoked Responses in EEG/MEG with lead-field parameterization. NeuroImage, 30:1273-1284, 2006. [PDF] [doi:doi:10.1016/j.neuroimage.2005.12.055] Keyword(s): EEG, MEG, DCM. [bibtex-entry]


  43. K.E. Stephan, W.D. Penny, J.C. Marshall, G.R. Fink, and K.J. Friston. Investigating the functional role of Callosal connections with Dynamic Causal Models. Ann. N.Y. Acad. Sci., 1064:16-36, 2005. [PDF] [doi:10.1196/annals.1340.008] Keyword(s): DCM. [bibtex-entry]


  44. W.D. Penny, K.E. Stephan, A. Mechelli, and K.J. Friston. Comparing Dynamic Causal Models. NeuroImage, 22(3):1157-1172, 2004. [PDF] Keyword(s): Bayesian, connectivity, fMRI, DCM, BMC. [bibtex-entry]


  45. W.D. Penny, K.E. Stephan, A. Mechelli, and K.J. Friston. Modelling Functional Integration: A Comparison of Structural Equation and Dynamic Causal and Models. NeuroImage, 23:264-274, 2004. Note: Supplement 1. [PDF] Keyword(s): introduction, connectivity, DCM. [bibtex-entry]


  46. N. Ramnani, T.E.J. Behrens, W.D. Penny, and P.M. Matthews. New approaches for exploring anatomic and functional connectivity in the human brain. Biological Psychiatry, 2004. Note: In Press. [PDF] Keyword(s): introduction, DCM. [bibtex-entry]


  47. K.E. Stephan. On the role of general system theory for functional neuroimaging. Journal of Anatomy, 205:443-470, 2004. [PDF] Keyword(s): DCM. [bibtex-entry]


  48. K.J. Friston, L. Harrison, and W.D. Penny. Dynamic Causal Modelling. NeuroImage, 19(4):1273-1302, 2003. [PDF] Keyword(s): connectivity, fMRI, DCM. [bibtex-entry]


  49. K.J. Friston. Dynamic Causal Models. In R.S.J. Frackowiak, K.J. Friston, C. Frith, R. Dolan, K.J. Friston, C.J. Price, S. Zeki, J. Ashburner, and W.D. Penny, editors, Human Brain Function. Academic Press, 2nd edition, 2003. [PDF] Keyword(s): connectivity, dynamical, Bayesian, DCM. [bibtex-entry]


Conference articles

  1. R. Moran, K.E. Stephan, F. Jung, R. Graf, R. Dolan, K.J. Friston, and M. Tittgemeyer. DCM for Steady State Responses: a case study of anaesthesia dept. In Proc Soc for Neuroscience, 2009. [bibtex-entry]


Internal reports

  1. K.E. Stephan, K.J. Friston, and W.D. Penny. Computing the objective function in DCM. Technical report, Wellcome Department of Imaging Neuroscience, ION, UCL, 2005. [PDF] Keyword(s): DCM. [bibtex-entry]



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Last modified: Wed Nov 22 15:33:42 2023
Author: spm.

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