Preheat oven to 300º F. In a medium saucepan, combine brown sugar, butter, and corn syrup. Cook and stir over medium heat until mixture just begins to bubble. Continue cooking at a moderate, steady rate, without stirring, for 5 minutes more. Remove saucepan from heat; stir in baking soda. Pour over cereal mixture; stir gently to coat.