comparing connectivity across subjects - is global normalisation necessary?

Hi,

Is global normalisation a necessary step before we can compare connectivity across subjects? We have incorporated common response function, but did not include global normalisation.

A little bit of context - study design has no groups, we focus on individual differences in general population. We plan to use these connectivity matrices as an input for brain structure-behaviour predictive models.

Thanks,
Katarina