'Get ICA topomap for components as numpy arrays.
Returns
components : array, shape (n_channels, n_components)
The ICA components (maps).'

def get_components(self):

    return np.dot(self.mixing_matrix_[:, :self.n_components_].T, self.pca_components_[:self.n_components_]).T
