Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms.
Pantelis R. VlachasJaideep PathakBrian R. HuntThemistoklis P. SapsisMichelle GirvanEdward OttPetros KoumoutsakosPublished in: CoRR (2019)
Keyphrases
- recurrent neural networks
- reservoir computing
- feed forward
- back propagation
- cascade correlation
- neural network
- feedforward neural networks
- hidden layer
- spatio temporal
- artificial neural networks
- learning algorithm
- chaotic dynamics
- backpropagation neural networks
- neural nets
- feed forward neural networks
- neural model
- echo state networks
- bp neural network
- training algorithm
- artificial intelligence
- activation function
- machine learning