Nonlinear EEG Decoding Based on a Particle Filter Model

Figure 8

The mean value () and standard deviation of correlation coefficients between measured and reconstructed hand positions for the six subjects (S1 through S6) using multiple linear regression model (blue) and particle filter model (red). The first row is for the two-dimensional experiment. The second row is for the three-dimensional experiment. The left column is for direction, the middle column is for direction, and the right column is for direction.