BMC Bioinformatics

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
r	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

Back to article page

ISSN: 1471-2105

Contact us

General enquiries: journalsubmissions@springernature.com