Estimation of functional connectivity from electromagnetic signals and the amount of empirical data required

► Tens of seconds of empirical data are needed to detect weak functional dependencies. ► Non-physiological zero-lag correlations can obscure relevant interactions. ► Experimental design should afford enough time to detect relevant weak interactions.