Table 3. Estimated parameters: these are the parameters estimated from synthetic and measured EEG-fMRI data (one example session, all frequencies).
Electrical, vascular and coupling parameters | |||||||
Synthetic | Observed | ||||||
Type | Description | Symbol | Units | Prior | True | Estimated | Estimated |
Electrical () | |||||||
Synaptic input | 1.00 | 0.80 | 0.85 | 0.94 | |||
Synaptic input | 1.00 | 1.00 | 1.00 | 1.00 | |||
Synaptic input | 1.00 | 0.50 | 0.60 | 0.60 | |||
GABAergic IN synaptic factor | 0.30 | 0.50 | 0.49 | 0.53 | |||
PC voltage-ampere function | 0.60 | 0.90 | 0.78 | 0.42 | |||
V PC voltage-ampere function | 6.00 | 4.00 | 5.62 | 5.95 | |||
Vascular () | |||||||
Signal decay | 0.65 | 0.50 | 0.65 | 0.59 | |||
Autoregulation | 0.41 | 0.28 | 0.41 | 0.40 | |||
Transit time | 0.98 | 0.78 | 0.98 | 0.91 | |||
Stiffness | no dim. | 0.32 | 0.25 | 0.32 | 0.32 | ||
Resting O2 extraction fraction | no dim. | 0.34 | 0.30 | 0.34 | 0.34 | ||
Coupling | |||||||
NO model () | NO concentration baseline | no dim. | 0.10 | 0.30 | 0.29 | 0.29 | |
NO synaptic current factor (IN) | 1.59e03 | 1.50e03 | 1.59e03 | 1.59e03 | |||
FR model () | PC voltage-ampere function | 0.78 | 0.90 | 0.63 | 0.17 | ||
PC voltage-ampere function | 5.62 | 4.00 | 5.70 | 7.98 | |||
Mixture model () | NO coefficient | no dim. | 0.50 | 0.40 | 0.40 | 0.29 | |
FR coefficient | no dim. | 0.50 | 0.60 | 0.60 | 0.71 |