Stability of Deep Neural Networks via discrete rough paths.
Christian BayerPeter K. FrizNikolas TapiaPublished in: CoRR (2022)
Keyphrases
- neural network
- global exponential stability
- rough fuzzy
- rough sets
- pattern recognition
- discrete geometry
- hopfield neural network
- artificial neural networks
- back propagation
- discrete version
- lyapunov function
- fuzzy logic
- multi layer
- stability analysis
- finite number
- neural nets
- recurrent neural networks
- fault diagnosis
- machine learning
- fuzzy systems
- activation function
- rule extraction
- data sets
- discrete space
- sufficient conditions
- genetic algorithm
- neural network is trained