Training Robust Neural Networks Using Lipschitz Bounds.
Patricia PauliAnne KochJulian BerberichPaul KohlerFrank AllgöwerPublished in: IEEE Control. Syst. Lett. (2022)
Keyphrases
- neural network
- training process
- training algorithm
- feed forward neural networks
- training set
- pattern recognition
- backpropagation algorithm
- upper bound
- fuzzy systems
- fuzzy logic
- feedforward neural networks
- sufficient conditions
- test set
- worst case
- multi layer perceptron
- learning machines
- computationally efficient
- fault diagnosis
- associative memory
- robust estimation
- pointwise
- upper and lower bounds
- control system