Table 1 A list of the prediction time duration of RC systems for different chaotic systems at the given precision threshold.
From: Synchronization of non-smooth chaotic systems via an improved reservoir computing
Systems | N | p | r | Precision threshold | Duration (or steps) | Units of Lyapunov time |
|---|---|---|---|---|---|---|
Hénon | 235 | 0.0469 | 0.6088 | \(5\times 10^{-3}\) | \(60\,(21^{*}, 21^{\#})\) | \(25\,(9^{*}, 9^{\#})\) |
Ikeda | 544 | 0.0173 | 0.1426 | \(5\times 10^{-5}\) | \(60\,(19^{*}, 19^{\#})\) | \(8\,(3^{*}, 3^{\#})\) |
Chua | 274 | 0.0454 | 0.1629 | \(5\times 10^{-5}\) | \(40\,(18.78^{*}, 11.66^{\#})\) | \(13\,(6^{*}, 4^{\#})\) |
PLUC | 147 | 0.0421 | 0.1993 | \(5\times 10^{-3}\) | \(20\,(0.66^{*}, 0.28^{\#})\) | \(31\,(1^{*}, 0^{\#})\) |
Lorenz | 606 | 0.0115 | 0.9207 | \(5\times 10^{-4}\) | \(15\,(10.04^{*}, 6.64^{\#})\) | \(20\,(13^{*}, 9^{\#})\) |
Rössler | 734 | 0.0411 | 0.5876 | \(5\times 10^{-8}\) | \(110\,(22.96^{*},31.88^{\#})\) | \(9\,(2^{*},3^{\#})\) |
