A new fast learning algorithm with promising global convergence capability for feed-forward neural networks.
Chi-Chung CheungSin Chun NgAndrew K. LuiSean Shensheng XuPublished in: IJCNN (2013)
Keyphrases
- global convergence
- feed forward neural networks
- back propagation
- learning algorithm
- learning rate
- convergence rate
- convergence speed
- global optimum
- neural network
- artificial neural networks
- hidden layer
- multi layer
- activation function
- feed forward
- optimization methods
- training algorithm
- extreme learning machine
- basis functions
- bp neural network
- neural nets
- multilayer perceptron
- step size
- particle swarm
- supervised learning
- machine learning algorithms
- particle swarm optimization
- reinforcement learning
- particle swarm optimization algorithm
- machine learning
- rbf network
- training data
- recurrent neural networks
- hybrid algorithm
- learning tasks
- fuzzy logic
- multi objective