A Sigmoid Membership Function is a type of function used in fuzzy logic systems to represent how strongly a given input belongs to a particular set, characterized by its smooth, S-shaped curve. It is particularly useful in scenarios where gradual transitions between membership levels are desired, as opposed to abrupt changes seen in other membership functions like triangular or trapezoidal functions.