Principles of riemannian geometry in neural networks

Keyphrases

• Neural Network 100%
• Riemannian Geometry 100%
• Data Manifold 60%
• Dynamical Systems 20%
• Lie Group Actions 20%
• Learning Systems 20%
• Coordinate Transformation 20%
• System of Differential Equations 20%
• Associated Bundle 20%
• Geometric Transformation 20%
• Metric Tensor 20%
• Feedforward Network 20%
• Finite Difference Approximation 20%
• Principal Bundle 20%
• Fiber Spacing 20%

Mathematics

• Neural Network 100%
• Riemannian Geometry 100%
• Manifold 50%
• Dynamical System 16%
• Residuals 16%
• Action (of a Lie Group) 16%
• System Of Differential Equations 16%
• Finite Difference Method 16%
• First order differential equation 16%
• Closed Form Solution 16%
• Metric Tensor 16%
• Fiber Space 16%