Herbaceous perennials grow and bloom during the warm part of the year. They generally die back every winter. They grow back in the spring from their root-stock rather than seeding themselves as an annual does.
Woody perennials (ie.trees and shrubs) do not die back to the ground during the winter.
See also: annual plant, biennial plant