Nonparametric regression using deep neural networks with ReLU activation function.
Johannes Schmidt-HieberPublished in: CoRR (2017)
Keyphrases
- activation function
- nonparametric regression
- neural network
- back propagation
- hidden layer
- feed forward
- artificial neural networks
- feed forward neural networks
- multilayer perceptron
- neural nets
- backpropagation algorithm
- single hidden layer
- feedforward neural networks
- hidden neurons
- pointwise
- network architecture
- pattern recognition
- learning rate
- multi layer perceptron
- basis functions
- extreme learning machine
- hidden nodes
- sigmoid function
- recurrent neural networks
- radial basis function
- fuzzy logic
- training phase
- fuzzy neural network
- bp neural network
- neural network model
- single layer
- rbf neural network
- rough sets
- trained neural network
- reinforcement learning
- bayesian networks
- learning algorithm
- genetic algorithm