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4.5. Channel Correlation

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When the Correlation of the channels option is enabled:

  • A spectrogram is computed for the current channel in panel 1.
  • A spectrogram is computed for the selected channel in panel 2.
  • The cross-spectrum is computed:
    P_cross = (P1 .* conj(P2)).^0.7

Interpretation: Shows the synchrony of frequency components between two channels.

Physiological meaning:

Correlation between channels shows how synchronously two brain areas operate at specific frequencies. If two areas are synchronized at a certain frequency, they are “communicating” with each other. This may indicate a functional connection between the regions.

Different frequencies may have different degrees of synchrony:

  • Synchronization in alpha: the regions are relaxed together
  • Synchronization in beta: the regions are actively working together (for example, during problem solving)
  • Synchronization in gamma: rapid communication between regions; information binding

Practical significance:

  • Synchronization abnormalities may indicate connectivity problems.
  • Very high synchronization (>0.6) may indicate not only true connectivity, but also a common source contaminating the signal (noise or artifacts).