Research Article

A New Approach to Separate Haemodynamic Signals for Brain-Computer Interface Using Independent Component Analysis and Least Squares

Table 2

Simulation parameters for amplitude and frequency of interference oscillations and haemodynamic changes.

Head layers Blood contents α (μM) respiration β (μM) cardiac γ (μM) low-frequency oscillation ζ (μM) very-low-frequency oscillation ι (μM) evoked response

Scalp HbO20.2 0.6 0.9 1.0 0
HHb 0.013 0.04 0.058 0.06 0
Skull HbO20.2 0.63 0.96 1.1 0
HHb 0.012 0.045 0.06 0.07 0
CSF HbO20.02 0.06 0.08 0.11 0
HHb 0.001 0.004 0.005 0.007 0
Gray matter HbO20.2 0.65 0.92 1.1 15
HHb 0.014 0.043 0.07 0.072 −4
White matter HbO20.2 0.6 0.9 0.9 0
HHb 0.012 0.04 0.06 0.06 0