pySPFM._solvers.spatial_regularization

pySPFM._solvers.spatial_regularization#

Spatial regularization functions as developed in Total Activation.

Functions

clip(input, atlas)

Clip the input to the atlas.

generate_delta([dim])

Generate the delta operator.

spatial_structured_sparsity(estimates, data, ...)

Spatial regularization technique based on the structured sparsity as in Total Activation.

spatial_tikhonov(estimates, data, masker, ...)

Spatial regularization technique with Tikhonov regularization as in Total Activation.