The Fundamental Limits of Neural Networks for Interval Certified Robustness.
Matthew MirmanMaximilian BaaderMartin T. VechevPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- fundamental limits
- neural network
- global exponential stability
- pattern recognition
- fuzzy logic
- artificial neural networks
- computational efficiency
- back propagation
- multilayer perceptron
- computer vision
- multi layer
- fuzzy systems
- cellular neural networks
- genetic algorithm
- multiscale
- evolutionary algorithm
- feature selection
- real time
- neural network model
- soft computing
- neural nets
- type fuzzy logic systems