Concepttopological expressivity
Topological Expressivity
A topological measure of neural network expressivity that characterizes the geometric and topological complexity a network can represent by analyzing the Betti numbers of the network's decision boundaries or output space.
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Oct 12
Topological expressive power is typically represented by the Betti numbers of the decision boundary, and is particularly well-suited for characterizing binary classification problems.
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