SOM time series clustering and prediction with recurrent neural networks.
Aymen CherifHubert CardotRomuald BonéPublished in: Neurocomputing (2011)
Keyphrases
- recurrent neural networks
- neural network
- chaotic time series
- echo state networks
- self organizing maps
- feed forward
- recurrent networks
- complex valued
- prediction accuracy
- artificial neural networks
- long short term memory
- reservoir computing
- cascade correlation
- prediction algorithm
- prediction model
- feedforward neural networks
- hidden layer
- unsupervised learning
- kohonen self organizing map
- nonlinear dynamic systems
- neural model
- hebbian learning
- topology preserving
- competitive learning
- k means
- data mining