WordNet sense 1 (a drug that temporarily quickens some vital process):

stimulant, stimulant drug

WordNet sense 2 ((of drugs e.g.) able to excite or stimulate):

excitative, excitatory

WordNet sense 3 (capable of arousing or accelerating physiological or psychological activity or response by a chemical agent):

stimulative