Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks.
Mufan Bill LiMihai NicaPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- differential equations
- neural network
- dynamical systems
- numerical solution
- pattern recognition
- initial conditions
- artificial neural networks
- numerical methods
- difference equations
- neural network model
- ordinary differential equations
- boundary value problem
- partial differential equations
- back propagation
- feed forward artificial neural networks
- multilayer perceptron
- network architecture
- fuzzy logic
- continuous functions
- numerical integration
- image processing
- genetic algorithm
- nonlinear differential equations
- activation function
- boundary conditions
- neural nets