Hi David,
While the standard deviation to get information on how "variable" the magnitude of the source was, the temporal resolution will be lost. In ERPs, the z-score normalization would be more informative, as it will indicate how much the value of the sources at each time point deviates from the baseline average, thus the temporal resolution is kept.