Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate.
Norhamreeza Abdul HamidNazri Mohd NawiRozaida GhazaliMohd Najib B. Mohd SallehPublished in: ICSECS (3) (2011)
Keyphrases
- learning rate
- learning algorithm
- weight update
- bp algorithm
- back propagation
- delta bar delta
- training algorithm
- error function
- convergence rate
- adaptive learning rate
- hidden layer
- feedforward neural networks
- feed forward neural networks
- neural network
- levenberg marquardt
- control parameters
- rapid convergence
- activation function
- feed forward
- learning rules
- artificial neural networks
- cascade correlation
- recurrent neural networks
- machine learning
- convergence speed
- optimization algorithm
- neural nets
- objective function
- evolutionary algorithm
- improved algorithm
- cost function
- artificial intelligence
- multilayer neural network
- simulated annealing