When evaluating interictal spikes using dipole source analysis it is import
ant to account for multiple sources and the overlapping background EEG. Ana
lyses of spike peaks may be modeling only propagated sources. Careful filte
ring of averaged spike data and multiple source analysis can provide useful
information about the onset of epileptiform activity. A forward high-pass
filter can help to enhance the initial spike activity during onset over the
propagated activity. These points are illustrated with examples of a tempo
ral, a parietal, and a frontal averaged spike. Multiple source analysis was
applied using a genetic algorithm and a sequential strategy, in one case i
ncluding a model of background alpha activity. Multiple source analysis cou
ld model sources describing the onset activity that were distinct in locati
on and orientation from the propagated activity. In all cases, the prominen
t peak on the scalp was dominated by the contribution of propagated sources
. Clinical interpretation benefits from an approach that combines the tempo
ral evolution of EEG scalp topography and multiple source activities with t
he information from localization and orientation of equivalent dipole sourc
es to identify the cortical generators underlying the earliest phase of int
erictal spikes.