Synonyms for Excitative (same or very similar meaning)
WordNet sense 1 ((of drugs e.g.) able to excite or stimulate):
excitant, excitatoryWordNet sense 2 (capable of arousing or accelerating physiological or psychological activity or response by a chemical agent):
stimulativeFrom the ODE community, based on WordNetadd/edit