Do Residual Neural Networks discretize Neural Ordinary Differential Equations?
Michael E. SanderPierre AblinGabriel PeyréPublished in: NeurIPS (2022)
Keyphrases
- ordinary differential equations
- neural network
- mathematical modeling
- network architecture
- differential equations
- dynamic systems
- phase space
- numerical integration
- numerical solution
- mathematical models
- biological systems
- partial differential equations
- pattern recognition
- gene regulatory networks
- lower bound
- data sets
- dynamical systems
- image segmentation
- genetic regulatory networks