Note

This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the user guide for the big picture.

3.4.1. fmralign.embeddings.connectivity.get_connectivity_features

fmralign.embeddings.connectivity.get_connectivity_features(data, labels)

Compute connectivity features for a single subject.

Parameters:

data: array-like of shape (n_samples, n_voxels)

labels: array-like of shape (n_voxels,)

Labels for connectivity seeds.

Returns:

correlation_features: array-like of shape (n_labels, n_voxels)

Connectivity features computed as the correlation between averaged signals within each parcel and the original data.