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DTF

Determination of EEG propagation in brain

Simultation scheme

Step 1.

In order to test the properties of DTF series of simulations were performed. As an input signal (channel 1) the artifact free electrode was chosen. The signal was bandpass filtered in 4-45 Hz range and normalized namely: its mean was set to 0 and variance to 1.

Step 2.

The noise was added.

Step 3.

In this way the signal in the first channel was constructed.

Step 4.

The propagations were constructed by applying different delays to the signal 1 and adding noise series.

Summarizing

The simulated signals can be represented by:


X1(t)=EEG(t)+e1(t)
X2(t)=A1X1(t-d1)+e2(t)
...
Xn(t)=AnX1(t-dn)+en(t)
Where
t - time
EEG(t) - filtered and normalized EEG signal from P3 electrode
Xn(t) - signal in n-th channel
en(t) - noise in n-th channel
dn - delay in n-th channel
An - weight of the connection between channel 1 and channel n
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