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  • 论文公开站arXiv

    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