Peel bananas and cut into coins. Freeze for eight hours or more, or until frozen solid.
Pour brown sugar into a food processor or blender. Add cream, vanilla extract and frozen banana coins. Puree until smooth. Scrape the mixture into a freezer container, and freeze 20 minutes or until firm.