Yes, you can.  I like to use unsweetened natural cocoa powder instead of Dutch-processed, because it's more acidic and reacts with baking soda, allowing your baked goods to rise. Dutch-processed cocoa will work for this recipe, but keep in mind that the texture might be slity difference.