SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 29 papers

TitleStatusHype
Deep Polynomial Neural NetworksCode1
P-nets: Deep Polynomial Neural NetworksCode1
Π-nets: Deep Polynomial Neural NetworksCode1
Discontinuous Piecewise Polynomial Neural NetworksCode1
Identifiability of Deep Polynomial Neural Networks—0
Learning on a Razor's Edge: the Singularity Bias of Polynomial Neural Networks—0
A Training Framework for Optimal and Stable Training of Polynomial Neural NetworksCode0
A practical, fast method for solving sum-of-squares problems for very large polynomials—0
Activation degree thresholds and expressiveness of polynomial neural networks—0
PNeRV: A Polynomial Neural Representation for Videos—0
Geometry of Polynomial Neural Networks—0
Bayesian polynomial neural networks and polynomial neural ordinary differential equations—0
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study—0
On the Study of Sample Complexity for Polynomial Neural Networks—0
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window—0
The Spectral Bias of Polynomial Neural Networks—0
Conditional Generation Using Polynomial ExpansionsCode0
Ladder Polynomial Neural Networks—0
Augmenting Deep Classifiers with Polynomial Neural NetworksCode0
CoPE: Conditional image generation using Polynomial ExpansionsCode0
1-Dimensional polynomial neural networks for audio signal related problems—0
Physics-Based Deep Neural Networks for Beam Dynamics in Charged Particle Accelerators—0
Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples—0
Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning—0
Matrix Lie Maps and Neural Networks for Solving Differential EquationsCode0
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.