Studies show that bananas in a bunch ripen slower than individual bananas. By doing so, you can increase their shelf life. Keep bananas at room temperature as they do not do well in colder ones. Keeping them in the fridge before they ripen can lower their sweetness. However, once they are fully ripe, it is okay to refrigerate them.