FIGURE 4.

Parameter optimization of Kalman filter in the simulation study. Average R² of intracortical channels between original and reconstructed signal were computed for different selections of noise process covariance matrix V and variance of observation model q. Parameters V and q were assumed constant for all intracortical channels. The parameter optimization was repeated for different simulation conditions described in the title of each figure.