Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes.
Luca VenturiAfonso S. BandeiraJoan BrunaPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- hidden layer
- neural network
- back propagation
- activation function
- feed forward
- feed forward neural networks
- artificial neural networks
- multilayer perceptron
- feedforward neural networks
- recurrent neural networks
- learning rate
- radial basis function
- rbf neural network
- neural nets
- training algorithm
- connection weights
- neural network structure
- latent variables
- backpropagation algorithm
- fuzzy neural network
- single hidden layer
- rbfnn
- number of hidden layers
- global optimization
- optimization algorithm
- bp neural network
- radial basis function neural network
- output layer
- pattern recognition
- neural network model
- rbf network
- sigmoid function
- genetic algorithm
- learning algorithm
- single layer
- hidden neurons
- machine learning
- extreme learning machine
- hidden nodes
- optimization method