Table 1 Correlation coefficient of LSTM network and PLS (10 lags), for all rats and 7 folds

From: A stack LSTM structure for decoding continuous force from local field potential signal of primary motor cortex (M1)

r Rat 1 Rat 2 Rat 3
PLS LSTM PLS LSTM PLS LSTM
Fold 1 0.74 0.74 0.75 0.77 0.70 0.76
Fold 2 0.65 0.71 0.76 0.76 0.76 0.79
Fold 3 0.63 0.68 0.70 0.75 0.68 0.74
Fold 4 0.69 0.80 0.67 0.64 0.73 0.77
Fold 5 0.68 0.82 0.57 0.62 0.69 0.69
Fold 6 0.79 0.71 0.76 0.70 0.71 0.80
Fold 7 0.74 0.78 0.67 0.72 0.72 0.74
Average 0.7 ± 0.05 0.74 ± 0.05 0.69 ± 0.06 0.70 ± 0.05 0.71 ± 0.02 0.75 ± 0.03