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CrossCorrelation

Namespace: CONNECTIVITYLIB  ·  Library: Connectivity Library

#include <connectivity/crosscorrelation.h>

class CONNECTIVITYLIB::CrossCorrelation

Computes the time-lagged cross-correlation between every channel pair via the inverse FFT of the DPSS-tapered cross-spectrum, and reduces it to the maximum absolute correlation over the lag axis.

Per-trial computations are dispatched through QtConcurrent::mapped and accumulated under a single QMutex. The estimator is broadband and does not reject zero-lag mixing, but - unlike Correlation - is sensitive to delayed coupling because the lag axis is searched.

Time-lagged cross-correlation estimator; broadband, sensitive to delayed coupling.

Inheritance​

Public Methods​

CrossCorrelation()​

Constructs a CrossCorrelation object.

Static Methods​

calculate(connectivitySettings)​

Calculates the cross correlation between the rows of the data matrix.

Parameters:

Returns:

  • Network — The connectivity information in form of a network structure.

Authors of this file​