In a saucepan, combine the cream, egg yolks, walnuts, grated cheese and butter. Stir the mixture over low heat for a few minutes. Keep it warm in the pan.
Meanwhile, cook the penne in a pot with plenty of water, seasoned with salt and pepper to taste. Once cooked, serve in a dish and sprinkle with Parmesan cheese.