Decoding visual object categories in early somatosensory cortex

Cereb Cortex. 2015 Apr;25(4):1020-31. doi: 10.1093/cercor/bht292. Epub 2013 Oct 11.

Abstract

Neurons, even in the earliest sensory areas of cortex, are subject to a great deal of contextual influence from both within and across modality connections. In the present work, we investigated whether the earliest regions of somatosensory cortex (S1 and S2) would contain content-specific information about visual object categories. We reasoned that this might be possible due to the associations formed through experience that link different sensory aspects of a given object. Participants were presented with visual images of different object categories in 2 fMRI experiments. Multivariate pattern analysis revealed reliable decoding of familiar visual object category in bilateral S1 (i.e., postcentral gyri) and right S2. We further show that this decoding is observed for familiar but not unfamiliar visual objects in S1. In addition, whole-brain searchlight decoding analyses revealed several areas in the parietal lobe that could mediate the observed context effects between vision and somatosensation. These results demonstrate that even the first cortical stages of somatosensory processing carry information about the category of visually presented familiar objects.

Keywords: S1; S2; multisensory; multivoxel pattern analysis; posterior parietal cortex.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Brain Mapping
  • Discrimination, Psychological / physiology
  • Female
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Male
  • Multivariate Analysis
  • Neuropsychological Tests
  • Pattern Recognition, Visual / physiology*
  • Signal Processing, Computer-Assisted*
  • Somatosensory Cortex / physiology*