Autoreservoir computing for multistep ahead prediction based on the spatiotemporal information transformation
oleh: Pei Chen, Rui Liu, Kazuyuki Aihara, Luonan Chen
| Format: | Article |
|---|---|
| Diterbitkan: | Nature Portfolio 2020-09-01 |
Deskripsi
Predicting future values of a short time series remains a challenge. Here, the authors propose an auto-reservoir computing framework, which achieved accurate and robust multistep ahead prediction by transforming high-dimensional data into temporal dynamics.