Capacity of the treelike sign perceptrons neural networks with one hidden layer - RDT based upper bounds.
Mihailo StojnicPublished in: CoRR (2023)
Keyphrases
- hidden layer
- upper bound
- neural network
- back propagation
- activation function
- feed forward
- multilayer perceptron
- lower bound
- feed forward neural networks
- artificial neural networks
- neural nets
- feedforward neural networks
- recurrent neural networks
- radial basis function
- learning rate
- backpropagation algorithm
- rbf neural network
- connection weights
- hidden neurons
- fuzzy logic
- training algorithm
- single layer
- neural network structure
- number of hidden layers
- fuzzy neural network
- hidden units
- hidden nodes
- pattern recognition
- output layer
- single hidden layer
- bp neural network
- latent variables
- neural network model
- radial basis function neural network
- generalization error
- fault diagnosis
- expert systems