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Resolving Anatomical and Functional Structure in Human Brain Organization: Identifying Mesoscale Organization in Weighted Network Representations
Figure 3
Use of soft thresholding strategies to probe geometric drivers of weighted modularity.
Changes in maximum modularity 
as a function of the control parameter 
for soft thresholding. MRFs are presented for synthetic (fractal hierarchical, FR, in blue; Erdös-Rényi, ER, in black) and empirical (Brain fMRI in red) networks. Dots mark the peak value for different curves, which occur at different values of 
. The vertical dashed line marks the conventional value of 
obtained for 
. The single, point summary statistic 
fails to capture the full structure of the MRF revealed using soft thresholding.
doi: https://doi.org/10.1371/journal.pcbi.1003712.g003