Learning efficiency improvement of back-propagation algorithm by error saturation prevention method.
Hahn-Ming LeeChih-Ming ChenTzong-Ching HuangPublished in: Neurocomputing (2001)
Keyphrases
- back propagation
- learning algorithm
- bp algorithm
- levenberg marquardt
- training algorithm
- feed forward neural networks
- improved algorithm
- neural nets
- error function
- bp neural network
- objective function
- neural network
- feedforward neural networks
- optimization algorithm
- cost function
- weight update
- support vector machine svm
- energy function
- artificial neural networks
- learning scheme
- input data
- training process
- multilayer neural network
- ant colony algorithm
- probabilistic model
- error back propagation
- machine learning
- hidden layer
- steepest descent method
- trained neural network
- rbf network
- least squares
- knowledge base
- stochastic gradient descent
- backpropagation algorithm
- multilayer perceptron
- convergence rate
- cascade correlation
- support vector machine
- training data
- prediction model
- real time
- radial basis
- feed forward
- differential evolution
- particle swarm optimization