Nonlinear EEG Decoding Based on a Particle Filter Model

Table 1

The Pearson correlation coefficient () using the multiple linear regression model for Subject 1.

Two-dimensional	Test Data 1	Test Data 2	Test Data 3	Test Data 4	Test Data 5	Test Data 6
	0.6736	0.7875	0.8733	0.8586	0.6895	0.7408
	0.8824	0.6723	0.7870	0.5195	0.8544	0.9019
Three-dimensional	Test Data 1	Test Data 2	Test Data 3	Test Data 4	Test Data 5	Test Data 6
	0.4214	0.4354	0.5385	0.6813	0.5339	0.4097
	0.4558	0.3772	0.5237	0.6784	0.4995	0.3745
	0.4656	0.3708	0.5028	0.6674	0.4918	0.3672