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Updated: Oct 13, 2025

Topographical Estimation of Visual Population Receptive Fields by fMRI
Published on: February 3, 2015
Population receptive fields of human primary visual cortex organised as DC-balanced bandpass filters
Daniel Gramm Kristensen1, Kristian Sandberg2
1Department of Clinical Medicine, Center of Functionally Integrative Neuroscience, Aarhus University Hospital, Aarhus University, Nørrebrogade 44, Building 1A, 8000, Aarhus C, Denmark. dgramm@cfin.au.dk.
Abstract:
The response to visual stimulation of population receptive fields (pRF) in the human visual cortex has been modelled with a Difference of Gaussians model, yet many aspects of their organisation remain poorly understood. Here, we examined the mathematical basis and signal-processing properties of this model and argue that the DC-balanced Difference of Gaussians (DoG) holds a number of advantages over a DC-biased DoG. Through functional magnetic resonance imaging (fMRI) pRF mapping, we compared performance of DC-balanced and DC-biased models in human primary visual cortex and found that when model complexity is taken into account, the DC-balanced model is preferred. Finally, we present evidence indicating that the BOLD signal DC offset contains information related to the processing of visual stimuli. Taken together, the results indicate that V1 pRFs are at least frequently organised in the exact constellation that allows them to function as bandpass filters, which makes the separation of stimulus contrast and luminance possible. We further speculate that if the DoG models stimulus contrast, the DC offset may reflect stimulus luminance. These findings suggest that it may be possible to separate contrast and luminance processing in fMRI experiments and this could lead to new insights on the haemodynamic response.
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