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Updated: Jul 27, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Cross-modal sensory processing in the anterior cingulate and medial prefrontal cortices
Paul J Laurienti1, Mark T Wallace, Joseph A Maldjian
1Department of Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27157, USA. plaurien@wfubmc.edu
Abstract:
One of the principal functions of the nervous system is to synthesize information from multiple sensory channels into a coherent behavioral and perceptual gestalt. A critical feature of this multisensory synthesis is the sorting and coupling of information derived from the same event. One of the singular features of stimuli conveying such information is their contextual or semantic congruence. Illustrating this fact, subjects are typically faster and more accurate when performing tasks that include congruent compared to incongruent cross-modal stimuli. Using functional magnetic resonance imaging, we demonstrate that activity in select brain areas is sensitive to the contextual congruence among cross-modal cues and to task difficulty. The anterior cingulate gyrus and adjacent medial prefrontal cortices showed significantly greater activity when visual and auditory stimuli were contextually congruent (i.e., matching) than when they were nonmatching. Although activity in these regions was also dependent on task difficulty, showing decreased activity with decreasing task difficulty, the activity changes associated with stimulus congruence predominated.
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