An improved extreme learning machine with adaptive growth of hidden nodes based on particle swarm optimization.
Min-Ru ZhaoJian-Ming ZhangFei HanPublished in: IJCNN (2014)
Keyphrases
- hidden nodes
- extreme learning machine
- particle swarm optimization
- function approximation
- activation function
- multiple classifiers
- hidden layer
- pso algorithm
- radial basis function neural network
- markov networks
- rbf network
- particle swarm optimization algorithm
- weight vector
- hybrid algorithm
- neural network
- support vector regression
- learning rate
- particle swarm optimization pso
- network architecture
- bp neural network
- pattern classification
- differential evolution
- rbfnn
- probabilistic model
- evolutionary algorithm
- learning algorithm
- machine learning