Kokua Line: Can electric bikes ride on sidewalks?

Question: I walk for exercise, on the sidewalk when there is one. Last week this person came buzzing past me from behind, with no warning. It startled me. It looked like a bike, but faster. Is it legal to ride on the sidewalk like this?