I would prune them back hard. Try scratching around the crown of the plant and see if you spot any sign of new growth. It should be present now, or soon in your zone. Mine always get cut back to the crown and always grow beautifully. Since you have doubts about them I don't think you can hurt them by pruning away last year's stems.
