Jerusalem artichokes? When did I plant these?!

These showed up in the garden in March.  I don't remember planting them but here they are, none the less.  At first I thought the plants were perennial flowers but then, while digging for something, I pulled out a Jerusalem artichoke. They're spreading fast!  I may have to take drastic measures next year if they get out of hand because they're in the prime bed.