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Updated: Jul 17, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Distinct and common cortical activations for multimodal semantic categories
R F Goldberg1, C A Perfetti, W Schneider
1University of Pennsylvania, Philadelphia, Pennsylvania, USA. robg@psych.upenn.edu
Abstract:
If semantic representations are based on particular types of perceptual features, then category knowledge that arises from multimodal sensory experiences should rely on distinct and common sensory brain regions depending on the features involved. Using a similarity-based generation-and-comparison task, we found that semantic categories activated cortical areas associated with taste and smell, biological motion, and visual processing. Fruit names specifically activated medial orbitofrontal regions associated with taste and smell. Labels for body parts and clothing activated lateral temporal occipitoparietal areas associated with perceiving the human body. More generally, visually biased categories activated ventral temporal regions typically ascribed to visual object recognition, whereas functional categories activated lateral frontotemporal areas previously associated with the representation of usage properties. These results indicate that semantic categories that are distinguished by particular perceptual properties rely on distinct cortical regions, whereas semantic categories that rely on similar types of features depend on common brain areas.
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