Learning efficiency improvement of back propagation algorithm by error saturation prevention method.
Hahn-Ming LeeTzong-Ching HuangChih-Ming ChenPublished in: IJCNN (1999)
Keyphrases
- back propagation
- learning algorithm
- levenberg marquardt
- training algorithm
- bp algorithm
- feed forward neural networks
- feedforward neural networks
- bp neural network
- error function
- cost function
- neural network
- neural nets
- objective function
- improved algorithm
- input data
- optimization algorithm
- artificial neural networks
- training process
- energy function
- weight update
- learning rules
- feed forward
- error back propagation
- trained neural network
- backpropagation algorithm
- learning scheme
- multilayer neural network
- mathematical model
- support vector machine svm
- probabilistic model
- multi layer
- training phase
- particle swarm optimization
- ant colony algorithm
- artificial intelligence
- multilayer perceptron
- convergence rate
- steepest descent method
- control system
- hidden layer
- learning rate
- machine learning
- real time
- support vector machine