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Review of Swisher et al. (10.1523/JNEUROSCI.4811-09.2010)Functional magnetic resonance imaging (fMRI) is severely limited in the extent of detail that it can reveal. In practice, most fMRI studies investigate large areas subtending centimeters, such as the primary visual cortex or face-selective regions.Electrophysiological recordings, however, have demonstrated much smaller scales of organization, for example, columns codingonly for specific orientations within the primary visual cortex. These orientation columns are substantially smaller than the conventionally available fMRI resolution of 3 x 3 mm, so it was assumed that fMRI would be insensitive to these finely spaced orientation columns

From What Scale of Representation Does Multivariate Pattern Analysis Decode Information?