Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics

Francesco Martinuzzi

Machine learning (ML) is widely used to model chaotic systems. Among ML approaches, echo state networks (ESNs) have received considerable attention due to their simple construction…