On 91 chaotic systems, deterministic minimal echo state networks achieve lower median reconstruction error (CDE 0.34 vs 0.57) and lower run-to-run variance than standard random echo state networks.
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Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics
On 91 chaotic systems, deterministic minimal echo state networks achieve lower median reconstruction error (CDE 0.34 vs 0.57) and lower run-to-run variance than standard random echo state networks.