Forecasting foreign exchange rates with an improved back-propagation learning algorithm with adaptive smoothing momentum terms.
Lean YuShouyang WangKin Keung LaiPublished in: Frontiers Comput. Sci. China (2009)
Keyphrases
- back propagation
- foreign exchange
- learning algorithm
- feed forward
- artificial neural networks
- neural network
- exchange rate
- adaptive smoothing
- training algorithm
- learning rate
- bp neural network
- bp algorithm
- feed forward neural networks
- hidden layer
- early warning
- multilayer perceptron
- rbf network
- activation function
- early vision
- fuzzy logic
- reinforcement learning
- multiscale
- image segmentation
- stock market
- generalization ability
- control system
- long run
- computer vision
- data mining