Enhancing Time Series Predictability via Structure‐Aware Reservoir Computing

Accurate prediction of the future evolution of observational time series is a paramount challenge in current data‐driven research. While existing techniques struggle to learn useful representations from the temporal correlations, the high dimensionality in spatial domain is always considered as obst...

Full description

Saved in:
Bibliographic Details
Main Authors: Suzhen Guo, Chun Guan, Siyang Leng
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Advanced Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1002/aisy.202400163
Tags: Add Tag
No Tags, Be the first to tag this record!