The purpose of this study was to see if the clinical outcome of stimulant medication (methylphenidate) in pediatric Attention Deficit Hyperactivity Disorder can be predicted on the bases of changes in Event Related Potentials (ERPs) induced by a single dose of stimulant medication. (ERPs are extracted from electroencephalographic (EEG) registrations during the performance of an attention task).