On the Expressive Power of
Deep Polynomial Neural Networks
Joe Kileel Matthew Trager Joan Bruna
Princeton University New York University New York University
Abstract
We study deep neural networks with polynomial activations, particularly their
expressive power. For a fixed architecture and activation degree, a polynomial
neural network defines an algebraic map from weights to polynomials. The ...


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