Constructive Bounds for the Topological Expressivity of Neural Networks

原文摘录（自动中文摘要暂不可用）：Constructive Bounds for the Topological Expressivity of Neural Networks The expressivity of a neural network $Φ$ describes the class of functions that a network can express. The term topological expressivity refers to a family of measures particularly suited to understand binary classification and is often formulated in terms of the Betti numbers of a decisi