No one-hidden-layer neural network can represent multivariable functions.
Masayo InoueMana FutamuraHirokazu NinomiyaPublished in: CoRR (2020)
Keyphrases
- hidden layer
- neural network
- back propagation
- activation function
- feed forward
- feed forward neural networks
- learning rate
- multilayer perceptron
- feedforward neural networks
- artificial neural networks
- recurrent neural networks
- radial basis function
- neural nets
- connection weights
- training algorithm
- rbf neural network
- backpropagation algorithm
- single layer
- single hidden layer
- latent variables
- nonlinear systems
- input output
- number of hidden layers
- output layer
- neural network structure
- hidden neurons
- learning algorithm
- nonlinear functions
- fuzzy logic
- rbf network
- basis functions
- fuzzy neural network
- pattern recognition
- sigmoid function
- neural network model
- fault diagnosis
- hidden units
- support vector
- prior knowledge
- k nearest neighbor
- radial basis function neural network
- learning rules
- transfer function