Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.
Pantelis R. VlachasJaideep PathakBrian R. HuntThemistoklis P. SapsisMichelle GirvanEdward OttPetros KoumoutsakosPublished in: Neural Networks (2020)
Keyphrases
- recurrent neural networks
- reservoir computing
- feed forward
- back propagation
- feedforward neural networks
- cascade correlation
- neural network
- artificial neural networks
- hidden layer
- recurrent networks
- learning algorithm
- feed forward neural networks
- echo state networks
- nonlinear dynamic systems
- error function
- backpropagation neural networks
- chaotic time series
- levenberg marquardt
- neural model
- machine learning