Assessment of effective connectivity among cortical regions based on a neural mass model.

作者: M. Zavaglia , L. Astolfi , F. Babiloni , M. Ursino

DOI: 10.1109/IEMBS.2006.259896

关键词:

摘要: Assessment of brain connectivity among different areas during cognitive or motor tasks is a crucial problem in neuroscience today. Aim this work to use neural mass model assess the effect various patterns power spectral density (PSD) cortical EEG, and investigate possibility derive circuits from real EEG data. To end, an individual region interest (ROI) has been built as parallel arrangement three populations, each described (1). The present study suggests that can be used simulation tool, able produce reliable intracortical signals. Moreover, it look for simple circuits, explain main features observed PSD. These results may open new prospective neurophysiological models, instead empirical effective neuroimaging information.

参考文章(13)
Olivier David, Lee Harrison, Karl J. Friston, Modelling event-related responses in the brain. NeuroImage. ,vol. 25, pp. 756- 770 ,(2005) , 10.1016/J.NEUROIMAGE.2004.12.030
Thomas B. Schillen, Peter König, Binding by temporal structure in multiple feature domains of an oscillatory neuronal network Biological Cybernetics. ,vol. 70, pp. 397- 405 ,(1994) , 10.1007/BF00203232
F. Babiloni, F. Cincotti, C. Babiloni, F. Carducci, D. Mattia, L. Astolfi, A. Basilisco, P.M. Rossini, L. Ding, Y. Ni, J. Cheng, K. Christine, J. Sweeney, B. He, Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function. NeuroImage. ,vol. 24, pp. 118- 131 ,(2005) , 10.1016/J.NEUROIMAGE.2004.09.036
Hugh R. Wilson, Jack D. Cowan, Excitatory and Inhibitory Interactions in Localized Populations of Model Neurons Biophysical Journal. ,vol. 12, pp. 1- 24 ,(1972) , 10.1016/S0006-3495(72)86068-5
Barry Horwitz, M-A. Tagamets, Anthony Randal McIntosh, Neural modeling, functional brain imaging, and cognition. Trends in Cognitive Sciences. ,vol. 3, pp. 91- 98 ,(1999) , 10.1016/S1364-6613(99)01282-6
F. Wendling, F. Bartolomei, J. J. Bellanger, P. Chauvel, Epileptic fast activity can be explained by a model of impaired GABAergic dendritic inhibition. European Journal of Neuroscience. ,vol. 15, pp. 1499- 1508 ,(2002) , 10.1046/J.1460-9568.2002.01985.X
F. Wendling, J. J. Bellanger, F. Bartolomei, P. Chauvel, Relevance of nonlinear lumped-parameter models in the analysis of depth-EEG epileptic signals. Biological Cybernetics. ,vol. 83, pp. 367- 378 ,(2000) , 10.1007/S004220000160
W. J. Freeman, Simulation of chaotic EEG patterns with a dynamic model of the olfactory system Biological Cybernetics. ,vol. 56, pp. 139- 150 ,(1987) , 10.1007/BF00317988
Ben H. Jansen, Vincent G. Rit, Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns Biological Cybernetics. ,vol. 73, pp. 357- 366 ,(1995) , 10.1007/BF00199471