Universal approximation with quadratic deep networks.
Fenglei FanJinjun XiongGe WangPublished in: Neural Networks (2020)
Keyphrases
- error bounds
- network structure
- approximation algorithms
- objective function
- deep learning
- computer networks
- network model
- network design
- taylor series expansion
- linear computational complexity
- approximation methods
- approximation error
- complex networks
- website
- heterogeneous networks
- convex functions
- relative error
- closed form
- network size
- real time
- database