The measure would decriminalize the use of hallucinogenic mushrooms, which contain the psychedelic compound known as "psilocybin."
Supporters would first need at least 365,000 signatures to get the measure on a statewide ballot.
Kevin Saunders, who filed the measure, said it's a natural step after California's legalization of marijuana.