Batch-wise Regularization of Deep Neural Networks for Interpretability.
Nadia BurkartPhilipp M. FallerElisabeth PeinsippMarco F. HuberPublished in: MFI (2020)
Keyphrases
- neural network
- pattern recognition
- recurrent neural networks
- multi layer
- back propagation
- genetic algorithm
- pairwise
- regularization parameter
- artificial neural networks
- fuzzy logic
- regularization method
- prediction accuracy
- adaptive resonance theory
- expert systems
- smoothing parameter
- batch mode
- batch learning
- feedforward neural networks
- activation function
- fuzzy systems
- rule base
- self organizing maps
- image segmentation
- image processing