MELM-GRBFNN: A modified Extreme Learning Machine trained Gaussian Radial Basis Function Neural Network model for estimating blocking probability of OBS Network.
Srija ChakrabortyAshok Kumar TurukBibhudatta SahooPublished in: TENCON (2020)
Keyphrases
- neural network model
- radial basis function
- multilayer perceptron
- extreme learning machine
- rbf neural network
- hidden nodes
- neural network
- multi layer perceptron
- feedforward neural networks
- hidden layer
- hidden units
- rbf network
- artificial neural networks
- feed forward neural networks
- activation function
- network architecture
- hidden neurons
- blocking probability
- output layer
- radial basis function neural network
- function approximation
- mobile networks
- rbfnn
- back propagation
- bp neural network
- nonlinear functions
- basis functions
- support vector machine svm
- input variables
- support vector regression
- pattern recognition
- support vector
- cellular networks
- arrival rate
- particle swarm optimization
- support vector machine
- training algorithm