What Kinds of Functions Do Deep Neural Networks Learn? Insights from Variational Spline Theory.
Rahul ParhiRobert D. NowakPublished in: SIAM J. Math. Data Sci. (2022)
Keyphrases
- neural network
- pattern recognition
- theoretical insights
- artificial intelligence
- artificial neural networks
- multiresolution
- theoretical framework
- data mining
- general theory
- network architecture
- back propagation
- rough sets
- feed forward
- recurrent neural networks
- fuzzy systems
- image segmentation
- theoretical basis
- control points
- learning rules
- image processing
- genetic algorithm