BMC Bioinformatics

Table 2 Coefficient of determination for 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)

R²	Rat 1		Rat 2		Rat 3
R²	PLS	LSTM	PLS	LSTM	PLS	LSTM
Fold 1	0.50	0.54	0.36	0.59	0.48	0.55
Fold 2	0.38	0.51	0.57	0.57	0.57	0.62
Fold 3	0.39	0.44	0.49	0.49	0.41	0.48
Fold 4	0.43	0.46	0.42	0.42	0.53	0.59
Fold 5	0.38	0.68	0.29	0.34	0.46	0.45
Fold 6	0.53	0.45	0.54	0.57	0.50	0.62
Fold 7	0.48	0.58	0.35	0.49	0.50	0.52
Average	0.44 ± 0.06	0.52 ± 0.08	0.43 ± 0.1	0.49 ± 0.09	0.49 ± 0.05	0.54 ± 0.06

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ISSN: 1471-2105

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