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Polynomial Neural Networks

Polynomial Neural Networks are in the classes of Neural Networks that can be expressed as a pure polynomial of the inputs to the network

Papers

Showing 2129 of 29 papers

TitleStatusHype
Activation degree thresholds and expressiveness of polynomial neural networks0
An Approach to Stable Gradient Descent Adaptation of Higher-Order Neural Units0
A practical, fast method for solving sum-of-squares problems for very large polynomials0
Bayesian polynomial neural networks and polynomial neural ordinary differential equations0
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study0
Geometry of Polynomial Neural Networks0
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods0
Identifiability of Deep Polynomial Neural Networks0
Ladder Polynomial Neural Networks0
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