Symmetry & critical points for a model shallow neural network

Keyphrases

• Optimization Problem 100%
• Original Problem 100%
• Shallow Neural Network 100%
• Mathematical Theory 50%
• Two-layer 50%
• Loss Function 50%
• Kappa Coefficient 50%
• ReLU Networks 50%
• Neural Nets 50%
• Mathematical Results 50%
• Sharp Results 50%
• Equivariant Bifurcation Theory 50%
• Hidden Neurons 50%
• Path Formulation 50%
• Power Series Representation 50%
• Family Representation 50%
• Real Analytic Functions 50%

Mathematics

• Critical Point 100%
• Neural Network 100%
• Approximates 14%
• Mathematical Theory 14%
• Positive Constant 14%
• Loss Function 14%
• Equivariant 14%
• Power Series 14%
• Analytic Function 14%
• Series Representation 14%
• Bifurcation Theory 14%
• Hidden Neuron 14%
• Neural Net 14%