Theoretical and Empirical Analysis of the Learning Rate and Momentum Factor in Neural Network Modeling for Stock Prediction.
Jinchuan KeXinzhe LiuGuan WangPublished in: ISICA (2008)
Keyphrases
- learning rate
- adaptive learning rate
- hidden layer
- neural network
- activation function
- training algorithm
- convergence rate
- learning algorithm
- prediction model
- fuzzy neural network
- error function
- rapid convergence
- weight vector
- feed forward neural networks
- convergence speed
- convergence theorem
- delta bar delta
- artificial neural networks
- genetic algorithm
- multilayer neural networks
- feedforward neural networks
- training speed
- feed forward
- radial basis function
- stock market
- back propagation
- fuzzy logic
- evolutionary algorithm