6 Methods for Functional Connectivity Analysis
145
54. J. Theilier, S. Eubank, A. Longtin et al., Testing for nonlinearity in time series: the method of
surrogate data. Phys. D 58, (1992)
55. M.P. Van Den Heuvel, H.E. Hulshoff Pol, Exploring the brain network: a review on resting-state
fMRI functional connectivity. Eur. Neuropsychopharmacol. 20, 519–534 (2010). https://doi.o
rg/10.1016/j.euroneuro.2010.03.008
56. F. Varela, J.-P. Lachaux, E. Rodriguez, J. Martinerie, The brainweb: phase synchronization and
large-scale integration. Nat. Rev. Neurosci. 2, 229–239 (2001)
57. F. Vecchio, F. Miraglia, C. Marra et al., Human brain networks in cognitive decline: a graph
theoretical analysis of cortical connectivity from EEG data. J. Alzheimer’s Dis. 41, 113–127
(2014). https://doi.org/10.3233/JAD-132087
58. M. Vinck, R. Oostenveld, M. Van Wingerden et al., An improved index of phasesynchronization for electrophysiological data in the presence of volume-conduction, noise
and sample-size bias. Neuroimage 55, 1548–1565 (2011). https://doi.org/10.1016/j.neuroima
ge.2011.01.055
59. B. Voytek, M. D’esposito, N. Crone, R.T. Knight, A method for event-related phase/amplitude
coupling. Neuroimage 64, 416–424 (2013). https://doi.org/10.1016/j.neuroimage.2012.09.023
60. L.M. Ward, Synchronous neural oscillations and cognitive processes. Trends Cogn. Sci. 7,
553–559 (2003). https://doi.org/10.1016/j.tics.2003.10.012
145
54. J. Theilier, S. Eubank, A. Longtin et al., Testing for nonlinearity in time series: the method of
surrogate data. Phys. D 58, (1992)
55. M.P. Van Den Heuvel, H.E. Hulshoff Pol, Exploring the brain network: a review on resting-state
fMRI functional connectivity. Eur. Neuropsychopharmacol. 20, 519–534 (2010). https://doi.o
rg/10.1016/j.euroneuro.2010.03.008
56. F. Varela, J.-P. Lachaux, E. Rodriguez, J. Martinerie, The brainweb: phase synchronization and
large-scale integration. Nat. Rev. Neurosci. 2, 229–239 (2001)
57. F. Vecchio, F. Miraglia, C. Marra et al., Human brain networks in cognitive decline: a graph
theoretical analysis of cortical connectivity from EEG data. J. Alzheimer’s Dis. 41, 113–127
(2014). https://doi.org/10.3233/JAD-132087
58. M. Vinck, R. Oostenveld, M. Van Wingerden et al., An improved index of phasesynchronization for electrophysiological data in the presence of volume-conduction, noise
and sample-size bias. Neuroimage 55, 1548–1565 (2011). https://doi.org/10.1016/j.neuroima
ge.2011.01.055
59. B. Voytek, M. D’esposito, N. Crone, R.T. Knight, A method for event-related phase/amplitude
coupling. Neuroimage 64, 416–424 (2013). https://doi.org/10.1016/j.neuroimage.2012.09.023
60. L.M. Ward, Synchronous neural oscillations and cognitive processes. Trends Cogn. Sci. 7,
553–559 (2003). https://doi.org/10.1016/j.tics.2003.10.012