Research Article

Nonlinear EEG Decoding Based on a Particle Filter Model

Figure 13

The two methods’ processing capacities for high-frequency components of the EEG. The reconstructed positions from multiple linear regression model have fluctuations while the reconstructed positions from particle filter model are much smoother.
159486.fig.0013a
(a) Multiple linear regression decoding
159486.fig.0013b
(b) Particle filter decoding