Dynamic causal models of neural system dynamics: current state and future extensions - Journal of Biosciences
- ️Friston, Karl J
- ️Fri Apr 13 2007
Aertsen A and Preißl H 1991 Dynamics of activity and connectivity in physiological neuronal Networks; in Non linear dynamics and neuronal networks (ed.) H G Schuster (New York: VCH Publishers) pp 281–302
Bitan T, Booth J R, Choy J, Burman D D, Gitelman D R and Mesulam M M 2005 Shifts of effective connectivity within a language network during rhyming and spelling; J. Neurosci. 25 5397–5403
Breakspear M, Terry J R and Friston K J 2003 Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics; Network: Comput. Neural Sys. 14 703–732
Büchel C and Friston K J 1997 Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI; Cerebral Cortex 7 768–778
Buxton R B, Wong E C and Frank L R 1998 Dynamics of blood flow and oxygenation changes during brain activation: the balloon model; Magn. Reson. Med. 39 855–864
David O and Friston K J 2003 A neural mass model for MEG/EEG: coupling and neuronal dynamics; NeuroImage 20 1743–1755
David O, Harrison L M and Friston K J 2005 Modelling event-related responses in the brain; NeuroImage 25 756–770
David O, Kiebel S J, Harrison L M, Mattout J, Kilner J M and Friston K J 2006 Dynamic causal modeling of evoked responses in EEG and MEG; NeuroImage 30 1255–1272
Dempster A P, Laird N M and Rubin D B 1977 Maximum likelihood from incomplete data via the EM algorithm; J. R. Stat. Soc. Series B: Stat. Methodol. 39 1–38
Friston K J 1994 Functional and effective connectivity in neuroimaging: a synthesis; Hum. Brain Mapping 2 56–78
Friston K J 1998 The disconnection hypothesis; Schizophrenia Res. 30 115–125
Friston K J 2002a Beyond phrenology: What can neuroimaging tell us about distributed circuitry; Annu. Rev. Neurosci. 25 221–250
Friston K J 2002b Bayesian estimation of dynamical systems: An application to fMRI; NeuroImage 16 513–530
Friston K J, Harrison L and Penny W 2003 Dynamic causal modelling; NeuroImage 19 1273–1302
Friston K J, Mechelli A, Turner R and Price C J 2000 Nonlinear responses in fMRI: the Balloon model, Volterra kernels, and other hemodynamics; NeuroImage 12 466–477
Goebel R, Roebroeck A, Kim D S and Formisano E 2003 Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping; Magn. Reson. Imaging 21 1251–1261
Gottesman I I and Gould T D 2003 The endophenotype concept in psychiatry: etymology and strategic intentions; Am. J. Psychiatry 160 636–645
Harrison L M, Penny W and Friston K J 2003 Multivariate autoregressive modeling of fMRI time series; NeuroImage 19 1477–1491
Harrison L M, David O and Friston K J 2005 Stochastic models of neuronal dynamics; Philos. Trans. R. Soc. London B Biol. Sci. 360 1075–1091
Honey G D, Suckling J, Zelaya F, Long C, Routledge C, Jackson S, Ng V, Fletcher P C, Williams S C R and Brown J and Bullmore E T 2003 Dopaminergic drug effects on physiological connectivity in a human cortico-striato-thalamic system; Brain 126 1767–1281
Honey G and Bullmore E 2004 Human pharmacological MRI; Trends Pharmacol. Sci. 25 366–374
Jansen B H and Rit V G 1995 Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns; Biol. Cybernetics 73 357–366
Jirsa V K 2004 Connectivity and dynamics of neural information processing; Neuroinformatics 2 183–204
Kiebel S J, David O and Friston K J 2006 Dynamic causal modelling of evoked responses in EEG/MEG with lead-field parameterization; NeuroImage 30 1273–1284
Mechelli A, Price C J, Noppeney U and Friston K J 2003 A dynamic causal modeling study on category effects: bottom-up or top-down mediation?; J. Cognitive Neurosci. 15 925–934
McIntosh A R and Gonzalez-Lima F 1994 Structural equation modeling and its application to network analysis in functional brain imaging; Hum. Brain Mapping 2 2–22
Penny W D, Stephan K E, Mechelli A and Friston K J 2004a Comparing dynamic causal models; NeuroImage 22 1157–1172
Penny W D, Stephan K E, Mechelli A and Friston K J 2004b Modelling functional integration: a comparison of structural equation and dynamic causal models; NeuroImage 23 S264–S274
Pitt M A and Myung I J 2002 When a good fit can be bad; Trends Cognitive Neurosci. 6 421–425
Raftery A E 1995 Bayesian model selection in social research; in Sociological methodology (ed.) P V Marsden (Cambridge, MA: Cambridge University Press) pp 111–196
Robinson P A, Rennie C J, Wright J J, Bahramali H, Gordon E and Rowe D L 2001 Prediction of electroencephalographic spectra from neurophysiology; Phys. Rev. E63 021903
Schultz W and Dickinson A 2000 Neuronal coding of prediction errors; Annu. Rev. Neurosci, 23 473–500
Smith A P R, Stephan K E, Rugg M D and Dolan R J 2006 Task and content modulate amygdala-hippocampal connectivity in emotional retrieval; Neuron 49 631–638
Stephan K E 2004 On the role of general system theory for functional neuroimaging; J. Anat. 205 443–470
Stephan K E, Baldeweg T and Friston K J 2006 Synaptic plasticity and dysconnection in schizophrenia; Biol. Psychiatry 59 929–939
Stephan K E, Penny W D, Marshall J C, Fink G R and Friston K J 2005 Investigating the functional role of callosal connections with dynamic causal models; Ann. N. Y. Acad. Sci. 1064 16–36