Improving on-line neural networks backpropagation convergence speed with mixed pattern-batch learning.
Lorenzo PolliniMario InnocentiPublished in: ECC (1999)
Keyphrases
- convergence speed
- back propagation
- batch learning
- neural network
- bp algorithm
- artificial neural networks
- feed forward
- training algorithm
- convergence rate
- differential evolution
- incremental learning
- neural nets
- multilayer perceptron
- particle swarm optimization
- particle swarm optimization algorithm
- backpropagation algorithm
- feed forward neural networks
- learning rate
- fuzzy logic
- pso algorithm
- hidden layer
- feedforward neural networks
- bp neural network
- trained neural network
- activation function
- learning algorithm
- backpropagation neural networks
- cascade correlation
- backpropagation neural network
- steady state error
- levenberg marquardt
- neural network ensemble
- error back propagation
- training data
- genetic algorithm
- back propagation neural network
- concept drift
- multilayer neural network
- neural network model
- global optimization