Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
Philipp PetersenFelix VoigtländerPublished in: CoRR (2017)
Keyphrases
- smooth functions
- neural network
- closely related
- basis functions
- input space
- receptive fields
- mumford shah functional
- fuzzy logic
- linear combination
- pattern recognition
- optimal solution
- neural nets
- dynamic programming
- higher order
- dimensionality reduction
- neural network model
- feed forward
- biologically inspired
- critical points
- multiscale