ResNet with one-neuron hidden layers is a Universal Approximator.
Hongzhou LinStefanie JegelkaPublished in: NeurIPS (2018)
Keyphrases
- hidden layer
- activation function
- output layer
- neural network
- back propagation
- feed forward
- learning rate
- artificial neural networks
- input output
- radial basis function
- multilayer perceptron
- recurrent neural networks
- feedforward neural networks
- feed forward neural networks
- neural nets
- rbf neural network
- training algorithm
- number of hidden layers
- hidden nodes
- latent variables
- hidden units
- backpropagation algorithm
- pattern recognition
- convergence rate
- data fusion
- bp neural network
- restricted boltzmann machine
- control system