Depth Separation in Norm-Bounded Infinite-Width Neural Networks.
Suzanna ParkinsonGreg OngieRebecca WillettOhad ShamirNathan SrebroPublished in: COLT (2024)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- strictly convex
- neural nets
- depth information
- depth map
- activation function
- multilayer perceptron
- neural network model
- feed forward
- feedforward neural networks
- learning rules
- self organizing maps
- back propagation
- fuzzy logic
- genetic algorithm
- recurrent neural networks
- image restoration
- multi layer
- multi view
- rule extraction
- expert systems
- adaptive resonance theory