You can but try Pauline, I have a selection from a hanging basket, of what we grow as annuals here, in the greenhouse. Plectanthrus, Petunia, Pelargoniums and Fuschia, Bacopa and somat else. Its worth a go as I have nothing else in there over winter.
Will find out if it was worth it or not in spring ;)