Uniform error estimates for artificial neural network approximations for heat equations.
Lukas GononPhilipp GrohsArnulf JentzenDavid KoflerDavid SiskaPublished in: CoRR (2019)
Keyphrases
- error estimates
- artificial neural networks
- error estimation
- cross validation
- numerical methods
- neural network
- error analysis
- back propagation
- differential equations
- difference equations
- nonlinear equations
- provably correct
- closed form
- genetic algorithm ga
- mathematical model
- model selection
- computer vision
- chemical reaction
- input variables
- linear equations
- data sets
- considerable increase
- polynomial equations
- finite difference
- recurrent neural networks
- support vector machine
- feature vectors
- pairwise
- expert systems
- support vector