Approximation of Nonlinear Functionals Using Deep ReLU Networks.
Linhao SongJun FanDi-Rong ChenDing-Xuan ZhouPublished in: CoRR (2023)
Keyphrases
- approximation error
- special case
- higher order
- linear approximation
- social networks
- echo state networks
- highly nonlinear
- approximation algorithms
- network analysis
- neural network
- heterogeneous networks
- numerical integration
- difference equations
- nonlinear functions
- closed form
- deep learning
- network design
- ordinary differential equations
- network topologies
- computer networks
- artificial neural networks
- high dimensional
- image processing
- taylor series expansion