Optimization of the weights and asymmetric activation function family of neural network for time series forecasting.
Gecynalda S. da S. GomesTeresa Bernarda LudermirPublished in: Expert Syst. Appl. (2013)
Keyphrases
- activation function
- neural network
- artificial neural networks
- single hidden layer
- hidden neurons
- connection weights
- hidden nodes
- back propagation
- hidden layer
- feed forward neural networks
- number of hidden neurons
- feedforward neural networks
- extreme learning machine
- feed forward
- multilayer perceptron
- hidden units
- sigmoid function
- neural nets
- network architecture
- backpropagation algorithm
- learning rate
- radial basis function
- pattern recognition
- output layer
- basis functions
- multi layer perceptron
- training algorithm
- recurrent neural networks
- genetic algorithm
- training phase
- fuzzy neural network
- rbf neural network
- bp neural network
- optimization algorithm
- multi layer