This publication is filed under Journal Articles.

Journal Articles: Permalink

March 2011

Freeman J, Brouwer GJ, Heeger DJ, & Merriam EP (2011)
Orientation decoding depends on maps, not columns.
The Journal of Neuroscience. 31(13):4792-4804.

The representation of orientation in primary visual cortex (V1) has been examined at a fine spatial scale corresponding to the columnar architecture. We present functional magnetic resonance imaging (fMRI) measurements providing evidence for a topographic map of orientation preference in human V1 at a much coarser scale, in register with the angular-position component of the retinotopic map of V1. This coarse-scale orientation map provides a parsimonious explanation for why multivariate pattern analysis methods succeed in decoding stimulus orientation from fMRI measurements, challenging the widely-held assumption that decoding results reflect sampling of spatial irregularities in the fine-scale columnar architecture. Decoding stimulus attributes and cognitive states from fMRI measurements has proven useful for a number of applications, but our results demonstrate that the interpretation cannot assume decoding reflects or exploits columnar organization.

Get the PDF or read more publications filed under Journal Articles.