Models of effective connectivity in neural systems

Understanding Complex Systems

Volumn 2007, Issue , 2007, Pages 303-325

  Stephan, Klaas Enno ^a   Friston, Karl J ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34548119144     PISSN: 18600832     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-71512-2_10     Document Type: Review

References (59)

1. Aertsen A, Preiβl H (1991) Dynamics of activity and connectivity in physiological neuronal Networks. In: Schuster HG (ed.) Non Linear Dynamics and Neuronal Networks, VCH Publishers, New York, pp. 281-302
2. Ashby WR (1956) An introduction to cybernetics. Chapman & Hall, London
3. Bar-Yam Y (1997) Dynamics of complex systems. Addison-Wesley, Reading
4. Bollen KA (1989) Structural equations with latent variables. John Wiley, New York
5. Bossel H (1992) Modellbildung und Simulation. Vieweg, Braunschweig
6. Breakspear M, Terry JR, Friston KJ (2003) Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics. Network: Computation in Neural Systems 14, 703-732
7. Büchel C, Friston KJ (1997) Modulation of connectivity in visual pathways by attention: Cortical interactions evaluated with structural equation modelling and fMRI. Cerebral Cortex 7, 768-778
8. Büchel C, Coull JT, Friston KJ (1999) The Predictive Value of Changes in Effective Connectivity for Human Learning. Science 283, 1538-1541
9. Bullmore ET, Horwitz B, Honey G, Brammer M, Williams S, Sharma T (2000) How good is good enough in path analysis of fMRI data? NeuroImage 11, 289-301
10. Buxton RB, Wong EC, Frank LR (1998) Dynamics of blood flow and oxygenation changes during brain activation: The balloon model. Magnetic Resonance Medicine 39, 855-864
11. Chong L, Ray LB (2002) Whole-istic biology. Science 295, 1661
12. David O, Friston KJ (2003) A neural mass model for MEG/EEG: Coupling and neuronal dynamics. NeuroImage 20, 1743-1755
13. David O, Kiebel SJ, Harrison LM, Mattout J, Kilner JM, Friston KJ (2006) Dynamic causal modeling of evoked responses in EEG andMEG. NeuroImage 30, 1255-1272
14. Felleman DJ, Van Essen DC (1991) Distributed hierarchical processing in the primate cerebral cortex. Cerebral Cortex 1, 1-47
15. Friston KJ (1994) Functional and effective connectivity in neuroimaging: a synthesis. Human Brain Mapping 2, 56-78
16. Friston KJ, Büchel C, Fink GR, Morris J, Rolls E, Dolan RJ (1997) Psychophysiological and modulatory interactions in neuroimaging. NeuroImage 6, 218-229
17. Friston KJ (1998) The disconnection hypothesis. Schizophrenia Research 30, 115-125
18. Friston KJ, Mechelli A, Turner R, Price CJ (2000) Nonlinear responses in fMRI: The Balloon model, Volterra kernels, and other hemodynamics. NeuroImage 12, 466-477
19. Friston KJ (2002) Beyond phrenology: What can neuroimaging tell us abut distributed circuitry? Annual Reviews in Neuroscience 25, 221-250
20. Friston KJ, Harrison L, Penny W (2003) Dynamic causal modelling. NeuroImage 19, 1273-1302
21. Friston KJ, Büchel C (2004) Functional connectivity: Eigenimages and multivariate analyses. In: Frackowiack R et al. (ed.) Human Brain Function, 2nd edition, Elsevier, New York, pp. 999-1018
22. Gerstein GL, Perkel DH (1969) Simultaneously recorded trains of action potentials: Analysis and functional interpretation. Science 164, 828-830
23. Goebel R, Roebroeck A, Kim DS, Formisano E (2003) Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magnetic Resonance Imaging 21, 1251-1261
24. Gottesman II, Gould TD (2003) The endophenotype concept in psychiatry: etymology and strategic intentions. American Journal of Psychiatry 160, 636-645
25. Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37, 424-438
26. Harrison LM, Penny W, Friston KJ (2003) Multivariate autoregressive modeling of fMRI time series. NeuroImage 19, 1477-1491
27. Harrison LM, David O, Friston KJ (2005) Stochastic models of neuronal dynamics. Philosophical Transactions of the Royal Society London B Biological Sciences 360, 1075-1091
28. Honey GD, Fu CHY, Kim J, Brammer MJ, Croudace TJ, Suckling J, Pich EM, Williams SCR, Bullmore ET (2002) Effects of verbal working memory load on corticocortical connectivity modeled by path analysis of functional magnetic resonance imaging data. NeuroImage 17, 573-582
29. Honey GD, Suckling J, Zelaya F, Long C, Routledge C, Jackson S, Ng V, Fletcher PC, Williams SCR, BrownJ, Bullmore ET (2003) Dopaminergic drug effects on physiological connectivity in a human cortico-striato-thalamic system. Brain 126, 1767-1281
30. Honey G, Bullmore E (2004) Human pharmacological MRI. Trends in Pharmacological Sciences 25, 366-374
31. Horwitz B, Rumsey JM & Donohue BC (1998) Functional connectivity of the angular gyrus in normal reading and dyslexia. Proceedings of the National Academy of Sciences USA 95, 8939-8944
32. Jirsa VK (2004) Connectivity and dynamics of neural information processing. Neuroinformatics 2, 183-204
33. Kiebel SJ, David O, Friston KJ (2006) Dynamic causal modelling of evoked responses in EEG/MEG with lead-field parameterization. NeuroImage 30, 1273-1284
34. Kötter R (2004) Online retrieval, processing, and visualization of primate connectivity data from the CoCoMac database. Neuroinformatics 2, 127-144
35. Magee JC, Johnston D (2005) Plasticity of dendritic function. Current Opinion in Neurobiology 15, 334-342
36. McIntosh AR, Gonzalez-Lima F (1991) Metabolic activation of the rat visual system by patterned light and footshock. Brain Research 547, 295-302
37. McIntosh AR, Gonzalez-Lima F (1994) Structural equation modeling and its application to network analysis in functional brain imaging. Human Brain Mapping 2, 2-22
38. McIntosh AR, Grady CL, Ungerleider LG, Haxby JV, Rapoport SI, Horwitz B (1994) Network analysis of cortical visual pathways mapped with PET. Journal of Neuroscience 14, 655-666
39. McIntosh AR, Cabeza RE, Lobaugh NJ (1998) Analysis of neural interactions explains the activation of occipital cortex by an auditory stimulus. Journal of Neurophysiology 80, 2790-2796
40. McIntosh AR (2000) Towards a network theory of cognition. Neural Networks 13, 861-870
41. McIntosh AR, Rajah MN, Lobaugh NJ (2003) Functional connectivity of the medial temporal lobe relates to learning and awareness. Journal of Neuroscience 23, 6520-6528
42. McIntosh AR, Lobaugh NJ (2004) Partial least squares analysis of neuroimaging data: Applications and advances. NeuroImage 23, S250-S263
43. Payne BR, Lomber SG (2001) Reconstructing functional systems after lesions of cerebral cortex. Nature Reviews Neuroscience 2, 911-919
44. Penny WD, Roberts SJ (2002) Bayesian multivariate autoregressive models with structured priors. IEE Proceedings of Vision and Image Signal Processing 149, 33-41
45. Penny WD, Stephan KE, Mechelli A, Friston KJ (2004a) Modeling functional integration: A comparison of structural equation and dynamic causal models. NeuroImage 23, S264-274
46. Penny WD, Stephan KE, Mechelli A, Friston KJ (2004b) Comparing dynamic causal models. NeuroImage 22, 1157-1172
47. Robinson PA, Rennie CJ, Wright JJ, Bahramali H, Gordon E, Rowe DL (2001) Prediction of electroencephalographic spectra from neurophysiology. Physical Reviews E 63, 021903
48. Rowe JB, Stephan KE, Friston KJ, Frackowiak RJ, Lees A, Passingham RE (2002) Attention to action in Parkinson's disease. Impaired effective connectivity among frontal cortical regions. Brain 125, 276-289
49. Stephan KE, Magnotta VA,White TJ, Arndt S, FlaumM, O'Leary DS & Andreasen, NC (2001a) Effects of Olanzapine on cerebellar functional connectivity in schizophrenia measured by fMRI during a simple motor task. Psychological Medicine 31, 1065-1078
50. Stephan KE, Kamper L, Bozkurt A, Burns GAPC, Young MP, Kötter R (2001b) Advanced database methodology for the Collation of Connectivity data on the Macaque brain (CoCoMac). Philosophical Transactions of the Royal Society London B Biological Sciences 356, 1159-1186
51. Stephan KE, Marshall JC, Friston KJ, Rowe JB, Ritzl A, Zilles K, Fink GR (2003) Lateralized cognitive processes and lateralized task control in the human brain. Science 301, 384-386
52. Stephan KE (2004) On the role of general system theory for functional neuroimaging. Journal of Anatomy 205, 443-470
53. Stephan KE, Harrison LM, Penny WD, Friston KJ (2004) Biophysical models of fMRI responses. Current Opinion in Neurobiology 14, 629-635
54. Stephan KE, Penny WD, Marshall JC, Fink GR, Friston KJ (2005) Investigating the functional role of callosal connections with dynamic causal models. Annals of the New York Academy of Sciences 1064:16-36
55. Stephan KE, Baldeweg T, Friston KJ (2006) Synaptic plasticity and dysconnection in schizophrenia. Biological Psychiatry 59, 929-939
56. Toni I, Rowe JB, Stephan KE & Passingham RE (2002) Changes of corticostriatal effective connectivity during visuo-motor learning. Cerebral Cortex 12: 1040-1047
57. von Bertalanffy L (1969) General System Theory. George Braziller, New York
58. Wiener N (1948) Cybernetics. Wiley, New York
59. Yamashita O, Galka A, Ozaki T, Biscay R, Valdes-Sosa P (2004) Recursive penalized least squares solution for dynamical inverse problems of EEG generation. Human Brain Mapping 21, 221-235