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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
1-Dimensional polynomial neural networks for audio signal related problems0
Physics-Based Deep Neural Networks for Beam Dynamics in Charged Particle Accelerators0
Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples0
Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning0
Matrix Lie Maps and Neural Networks for Solving Differential EquationsCode0
On the Expressive Power of Deep Polynomial Neural NetworksCode0
Nonconvex Matrix Factorization from Rank-One Measurements0
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods0
An Approach to Stable Gradient Descent Adaptation of Higher-Order Neural Units0
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