For the Brown Butter: Place the butter in a saucepan over high heat; melt and cook until the milk solids caramelize (they will caramelize and will smell like toasted hazelnuts; this is also known as beurre noisette).
Cool the butter to room temperature.
For the Ice Cream Base: Make the ice cream base according to the