Escape from the slowdown area on training of back-propagation algorithm by using a jumping method.
Kohtaro YamadaNarade PecharaninAkira TaguchiNobukazu IijimaMototaka SonePublished in: Systems and Computers in Japan (1997)
Keyphrases
- training algorithm
- back propagation
- feed forward neural networks
- levenberg marquardt
- bp algorithm
- backpropagation algorithm
- improved algorithm
- bp neural network
- cost function
- learning algorithm
- optimization algorithm
- neural network
- training process
- feed forward
- training speed
- input data
- convergence rate
- training phase
- least squares
- energy function
- feedforward neural networks
- objective function
- artificial neural networks
- hidden layer
- support vector machine svm
- error function
- steepest descent method
- support vector machine
- multi layer
- multilayer neural network
- mathematical model
- weight update
- bp network
- trained neural network
- multilayer perceptron neural network
- radial basis function neural network
- ant colony algorithm
- neural nets
- basis functions
- support vector
- activation function
- step size
- simulated annealing
- fuzzy logic
- probabilistic model