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Time-series forecasting on NARMA (test)

2.7N10 ErrorESN
2.6283.1143.64.086Jan 29, 2026

Evaluation results

MethodLinks
ESNNumber of recurrent neurons=128, Architecture=Shallow2026.012.710.3
ESN (deep)Number of recurrent neurons=128, Architecture=Deep2026.01310.1
ParalESNNumber of recurrent neurons=128, Architecture=Shallow2026.013.710.2
ParalESN (deep)Number of recurrent neurons=128, Architecture=Deep2026.014.510.2