Comparison between DeepESNs and gated RNNs on multivariate time-series prediction.
Claudio GallicchioAlessio MicheliLuca PedrelliPublished in: CoRR (2018)
Keyphrases
- recurrent neural networks
- multivariate time series
- echo state networks
- non stationary
- function approximation
- artificial neural networks
- feedforward neural networks
- neuro fuzzy
- long term
- multivariate data
- neural network
- reinforcement learning
- support vector machine
- database
- multiscale
- similarity measure
- statistical tests
- autoregressive
- machine learning