Research Article

Using Nonlinear Dynamics and Multivariate Statistics to Analyze EEG Signals of Insomniacs with the Intervention of Superficial Acupuncture

Table 1

Paired t-test results (mean ± SD, n = 30).

Mean ± SD
ElectrodeApproximate entropy (ApEn)Correlation dimension (CD)
Resting stateIntervention statePostintervention stateResting stateIntervention statePostintervention state

F31.73 ± 0.061.75 ± 0.051.74 ± 0.041.06 ± 0.431.01 ± 0.421.03 ± 0.44
F41.74 ± 0.051.75 ± 0.041.75 ± 0.041.12 ± 0.431.06 ± 0.421.06 ± 0.46
C31.75 ± 0.041.75 ± 0.041.73 ± 0.070.97 ± 0.460.93 ± 0.430.94 ± 0.46
C41.75 ± 0.031.75 ± 0.041.73 ± 0.051.00 ± 0.470.98 ± 0.431.01 ± 0.47
P31.75 ± 0.031.74 ± 0.031.72 ± 0.070.92 ± 0.500.86 ± 0.470.87 ± 0.52
P41.71 ± 0.151.73 ± 0.051.72 ± 0.080.82 ± 0.520.80 ± 0.460.84 ± 0.51
O11.73 ± 0.071.74 ± 0.041.65 ± 0.260.90 ± 0.560.88 ± 0.480.86 ± 0.53
O21.75 ± 0.051.73 ± 0.081.65 ± 0.240.87 ± 0.590.75 ± 0.500.81 ± 0.60
F71.73 ± 0.121.73 ± 0.141.72 ± 0.100.78 ± 0.440.71 ± 0.400.74 ± 0.43
F81.75 ± 0.031.71 ± 0.171.71 ± 0.160.84 ± 0.410.80 ± 0.410.80 ± 0.42
T51.74 ± 0.041.70 ± 0.201.71 ± 0.130.58 ± 0.390.51 ± 0.320.54 ± 0.38
T61.74 ± 0.041.65 ± 0.361.72 ± 0.080.57 ± 0.390.54 ± 0.360.89 ± 0.41
FP11.71 ± 0.141.71 ± 0.161.72 ± 0.111.00 ± 0.410.95 ± 0.430.95 ± 0.41
FP21.70 ± 0.331.72 ± 0.121.74 ± 0.041.02 ± 0.460.95 ± 0.430.97 ± 0.44
T31.74 ± 0.051.69 ± 0.231.74 ± 0.050.65 ± 0.400.59 ± 0.360.59 ± 0.38
T41.74 ± 0.051.74 ± 0.051.72 ± 0.070.72 ± 0.390.66 ± 0.350.71 ± 0.42