No, you unfortunately cannot. Though they seem similar, baking soda and baking powder are different and are used in different instances.  Baking soda is meant to be used in recipes that include a large amount of brown sugar, lemon juice, buttermilk, or molasses. This recipe will not turn out the same if you use baking powder.