Banana cake + caramel icing = heaven on a plate. Overripe bananas are a must in this recipe. Country Living Newsletter November 27, 2008 edition. When you make the icing, be sure to have a candy thermometer on hand, it will help you get this icing right every time. Cool the cake pans on a wire rack for 15 minutes.