Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach.
Saber JafarpourMatthew AbateAlexander DavydovFrancesco BulloSamuel CooganPublished in: L4DC (2022)
Keyphrases
- neural network
- fuzzy logic
- pattern recognition
- artificial neural networks
- upper bound
- genetic algorithm
- back propagation
- neural network model
- computational efficiency
- artificial intelligence
- reinforcement learning
- feed forward
- digital images
- learning rules
- radial basis function
- recurrent neural networks
- hidden layer
- high robustness
- public key
- competitive learning
- multilayer perceptron
- fixed point
- access control
- control system
- information systems
- machine learning