prfmodel.models

Neural response models.

This module contains models that map neural responses to input stimuli. These typically contain parameters of interest. Currently, it implements population receptive field (pRF), connective field (CF), and contrast sensitivity function (CSF) models.

The base submodule contains generic abstract base classes that pRF, CF, and CSF models inherit from.

The compression submodule contains generic classes to (de-) compress stimulus-encoded model responses.

Notes

All models in in this module inherit from ModelProtocol that requires them to implement a parameter_names property.

Submodules

base

Generic abstract base classes for tuning, stimulus encoder, and canonical models.

cf

Connective field (CF) models.

compression

Generic compressive models.

csf

Contrast sensitivity function (CSF) models.

prf

Population receptive field (pRF) models.