Stability of Deep Neural Networks via Discrete Rough Paths.
Christian BayerPeter K. FrizNikolas TapiaPublished in: SIAM J. Math. Data Sci. (2023)
Keyphrases
- neural network
- global exponential stability
- rough fuzzy
- pattern recognition
- back propagation
- rough sets
- genetic algorithm
- artificial neural networks
- shortest path
- fuzzy logic
- feedforward neural networks
- neural nets
- hopfield neural network
- learning rules
- cellular neural networks
- neural network is trained
- discrete space
- discrete geometry
- discrete version
- deep learning
- stability analysis
- optimal path
- training process
- fuzzy systems
- multilayer perceptron
- neural network model
- radial basis function
- learning algorithm