The Sample Complexity of One-Hidden-Layer Neural Networks.
Gal VardiOhad ShamirNathan SrebroPublished in: CoRR (2022)
Keyphrases
- hidden layer
- neural network
- back propagation
- activation function
- multilayer perceptron
- feed forward
- recurrent neural networks
- artificial neural networks
- radial basis function
- neural nets
- feedforward neural networks
- learning rate
- feed forward neural networks
- number of hidden neurons
- backpropagation algorithm
- training algorithm
- single hidden layer
- neural network structure
- connection weights
- error back propagation
- rbf neural network
- radial basis function neural network
- hidden units
- single layer
- number of hidden layers
- fuzzy neural network
- rbfnn
- fuzzy logic
- latent variables
- neural network model
- pattern recognition
- rbf network
- hidden neurons
- number of hidden units
- hidden nodes
- multi layer
- error function
- learning rules
- output layer
- input output
- fault diagnosis