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Biological neural networks: from structure to function

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Publications

Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions

Author(s): Matthieu Gilson, Gustavo Deco, Karl J. Friston, Patric Hagmann, Dante Mantini, Viviana Betti, Gian Luca Romani, Maurizio Corbetta
Published in: NeuroImage, 2017, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2017.09.061

Effective Connectivity in Depression

Author(s): Edmund T. Rolls, Wei Cheng, Matthieu Gilson, Jiang Qiu, Zicheng Hu, Hongtao Ruan, Yu Li, Chu-Chung Huang, Albert C. Yang, Shih-Jen Tsai, Xiaodong Zhang, Kaixiang Zhuang, Ching-Po Lin, Gustavo Deco, Peng Xie, Jianfeng Feng
Published in: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, Issue 3/2, 2018, Page(s) 187-197, ISSN 2451-9022
DOI: 10.1016/j.bpsc.2017.10.004

Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective

Author(s): Matthieu Gilson
Published in: Biological Cybernetics, 2018, ISSN 0340-1200
DOI: 10.1007/s00422-017-0741-y

Nonparametric test for connectivity detection in multivariate autoregressive networks and application to multiunit activity data

Author(s): M. Gilson, A. Tauste Campo, X. Chen, A. Thiele, G. Deco
Published in: Network Neuroscience, Issue 1/4, 2017, Page(s) 357-380, ISSN 2472-1751
DOI: 10.1162/NETN_a_00019

Stereotypical modulations in dynamic functional connectivity explained by changes in BOLD variance

Author(s): Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
Published in: NeuroImage, Issue 171, 2018, Page(s) 40-54, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2017.12.074

Resting state networks in empirical and simulated dynamic functional connectivity

Author(s): Katharina Glomb, Adrián Ponce-Alvarez, Matthieu Gilson, Petra Ritter, Gustavo Deco
Published in: NeuroImage, Issue 159, 2017, Page(s) 388-402, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2017.07.065

Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication

Author(s): Mario Senden, Niels Reuter, Martijn P. van den Heuvel, Rainer Goebel, Gustavo Deco, Matthieu Gilson
Published in: Human Brain Mapping, Issue 39/3, 2018, Page(s) 1246-1262, ISSN 1065-9471
DOI: 10.1002/hbm.23913