Table 2 Average (mean ± standard deviation) of the decoding performance across 10 rats with single-electrode recording from S1 using the trial-by-trial validation approach.

From: Estimation of Bladder Pressure and Volume from the Neural Activity of Lumbosacral Dorsal Horn Using a Long-Short-Term-Memory-based Deep Neural Network

 

LFP

FR

LFP & FR

pressure

volume

pressure

volume

pressure

volume

NRMS%

26.5 ± 5.0

30 ± 6.3

22.3 ± 5.2

25.4 ± 3.5

17.8 ± 4.8

21.3 ± 4.5

CC%

66.0 ± 8.0

60.9 ± 13.1

74.2 ± 6.5

65.3 ± 7.8

80.3 ± 7.3

70.5 ± 9.9