Replacing Automatic Differentiation by Sobolev Cubatures fastens Physics Informed Neural Nets and strengthens their Approximation Power.
Juan Esteban Suarez CardonaMichael HechtPublished in: CoRR (2022)
Keyphrases
- neural nets
- feed forward
- back propagation
- multi layer
- neural network
- backpropagation neural networks
- artificial neural networks
- single layer
- power consumption
- face recognition
- computer science
- learning tasks
- machine learning algorithms
- approximation algorithms
- scale space
- nearest neighbor
- prior knowledge
- feature extraction
- feature selection
- artificial intelligence