On extreme learning machines in sequential and time series prediction: A non-iterative and approximate training algorithm for recurrent neural networks.
Yara RizkMariette AwadPublished in: Neurocomputing (2019)
Keyphrases
- recurrent neural networks
- training algorithm
- extreme learning machines
- neural network
- hidden layer
- back propagation
- feed forward
- artificial neural networks
- echo state networks
- feedforward neural networks
- neural network training
- reservoir computing
- feed forward neural networks
- recurrent networks
- support vector machine
- neural model
- rbf neural network
- learning rate
- training process
- chaotic time series
- learning algorithm
- neural nets
- nonlinear dynamic systems
- bp neural network
- multilayer perceptron
- radial basis function
- neural network model
- fuzzy logic
- pairwise
- machine learning