get_point_spread(resmat, src, idx, mode=None, n_comp=1, norm=False, return_pca_vars=False, verbose=None)¶
Get point-spread (PSFs) functions for vertices.
array, shape (n_dipoles, n_dipoles)
- srcinstance of
Source space used to compute resolution matrix.
Source for indices for which to compute PSFs or CTFs. If mode is None, PSFs/CTFs will be returned for all indices. If mode is not None, the corresponding summary measure will be computed across all PSFs/CTFs available from idx. Can be:
list of integers : Compute PSFs/CTFs for all indices to source space vertices specified in idx.
list of Label : Compute PSFs/CTFs for source space vertices in specified labels.
None| ‘mean’ | ‘max’ | ‘svd’
Compute summary of PSFs/CTFs across all indices specified in ‘idx’. Can be:
None : Output individual PSFs/CTFs for each specific vertex (Default).
‘mean’ : Mean of PSFs/CTFs across vertices.
‘max’ : PSFs/CTFs with maximum norm across vertices. Returns the n_comp largest PSFs/CTFs.
‘svd’ : SVD components across PSFs/CTFs across vertices. Returns the n_comp first SVD components.
Number of PSF/CTF components to return for mode=’max’ or mode=’svd’. Default n_comp=1.
None| ‘max’ | ‘norm’
Whether and how to normalise the PSFs and CTFs. This will be applied before computing summaries as specified in ‘mode’. Can be:
None : Use un-normalized PSFs/CTFs (Default).
‘max’ : Normalize to maximum absolute value across all PSFs/CTFs.
‘norm’ : Normalize to maximum norm across all PSFs/CTFs.
Whether or not to return the explained variances across the specified vertices for individual SVD components. This is only valid if mode=’svd’. Default return_pca_vars=False.
- stcsinstance of
listof instances of
PSFs or CTFs as STC objects. All PSFs/CTFs will be returned as successive samples in STC objects, in the order they are specified in idx. STCs for different labels will be returned as a list.
array, shape (n_comp,) |
The explained variances of the first n_comp SVD components across the PSFs/CTFs for the specified vertices. Arrays for multiple labels are returned as list. Only returned if mode=’svd’ and return_pca_vars=True.
- stcsinstance of