A system that analyzes neurological signals is described. During operation, the system monitors neurological signals from users at multiple locations, where the neurological signals are associated with different electrode configurations. Then, the system modifies the monitored neurological signals to correct for the different electrode configurations so that a resulting set of modified neurological signals corresponds to a common electrode configuration, thereby facilitating subsequent identification of a subset of the set of modified neurological signals.
