Table 2.
RMSEs for the model fits
Model Category | Model Condition | RMSE0.05~5Hz | RMSE0.2~0.5Hz |
---|---|---|---|
Nondynamic ML model | Vestibular only | 0.24 | 0.25 |
Vestibulosomatosensory | 0.22 | 0.16 | |
Noise correlation ML model | Brain unaware of noise correlation | 0.21 | 0.17 |
Brain aware of noise correlation | 0.22 | 0.17 | |
Dynamic Kalman filter ML model | Interacting (canal-otolith) | 0.20* | 0.15* |
Noninteracting | 0.24 | 0.25 |
RMSE, root-mean squared errors; ML, maximum likelihood. *Best RMSE values.