Hierarchical temporal memory and recurrent neural networks for time series prediction: An empirical validation and reduction to multilayer perceptrons.
Jakob StruyeSteven LatréPublished in: Neurocomputing (2020)
Keyphrases
- recurrent neural networks
- empirical validation
- multilayer perceptron
- hierarchical temporal memory
- neural network
- artificial neural networks
- hidden layer
- empirically validated
- feed forward
- back propagation
- feedforward neural networks
- echo state networks
- neural network model
- recurrent networks
- neuro fuzzy
- reservoir computing
- feed forward neural networks
- radial basis function
- neural model
- activation function
- cascade correlation
- rbf network
- nonlinear dynamic systems
- fuzzy logic
- genetic algorithm