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Table 5 Performance comparison for forecasting methods

From: Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning

Method

RMSE

Time (s)

LSTM

0.7418

0.0035

CNN-LSTM

0.7341

0.0087

ARMAX

3.1813

0.3645