In a large bowl, mash bananas with a fork until smooth. Add peanut butter, soy milk, vanilla and maple syrup and mix well. Add remaining ingredients and stir until well combined.
Drop spoonfuls of dough onto an ungreased cookie sheet and bake 13-16 minutes at 180 degrees, or until done.