Radius-margin bounds for deep neural networks.
Mayank Sharma JayadevaSumit SomanPublished in: CoRR (2018)
Keyphrases
- neural network
- lower bound
- pattern recognition
- upper bound
- upper and lower bounds
- worst case
- training error
- support vector
- neural nets
- maximum margin
- lower and upper bounds
- back propagation
- artificial neural networks
- genetic algorithm
- data sets
- multi layer
- hidden layer
- fuzzy logic
- tight bounds
- multilayer perceptron
- cellular neural networks
- network architecture
- decision boundary
- circular arcs
- deep learning
- computational intelligence
- fuzzy neural network
- training algorithm
- fuzzy systems
- error bounds
- self organizing maps
- fault diagnosis