Negative edges and soft thresholding in complex network analysis of resting state functional connectivity data

►Networks based on the left tail of the correlation histogram have distinct topology. ►Global signal removal substantially alters the properties of left tail networks. ►Soft-thresholding (retaining all edges) retains modular structure of networks. ►Hard- and soft-thresholded network parameters were reproducible over 5-16 months.