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Table 4 Coefficient of determination for LSTM network and PLS, with and without CAR filter

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

PLS

LSTM

PLS

LSTM

PLS

LSTM

CAR filter

0.44 ± 0.06

0.52 ± 0.08

0.43 ± 0.1

0.49 ± 0.09

0.49 ± 0.05

0.54 ± 0.06

No CAR filter

0.39 ± 0.06

0.42 ± 0.07

0.40 ± 0.2

0.43 ± 0.07

0.42 ± 0.03

0.51 ± 0.04

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BMC Bioinformatics

ISSN: 1471-2105

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