Cream both sugars and butter. Add peanut butter mixing with an electric mixer. Break up bananas and add to sugars and butter. Mix until there are no lumps or very little lumps visible. Mix in salt and baking powder. Add flour and mix until smooth.
Arrange cookies on greased or non-stick cookie sheet. Bake at 350 for 8-12 minutes (depending on the size of cookie).