A Formalization of Robustness for Deep Neural Networks.
Tommaso DreossiShromona GhoshAlberto L. Sangiovanni-VincentelliSanjit A. SeshiaPublished in: CoRR (2019)
Keyphrases
- neural network
- pattern recognition
- genetic algorithm
- fuzzy systems
- fuzzy logic
- fault diagnosis
- neural network model
- multi layer
- data sets
- artificial neural networks
- back propagation
- sufficient conditions
- computational efficiency
- feed forward
- soft computing
- recurrent neural networks
- neural nets
- website
- image processing
- training algorithm
- network architecture
- activation function
- competitive learning
- high robustness