Decoding pressure stimulation locations on the fingers from human neural activation patterns

Junsuk Kim, Yoon Gi Chung, Soon Cheol Chung, Heinrich Bulthoff, Sung Phil Kim

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

In this functional MRI study, we investigated how the human brain activity represents tactile location information evoked by pressure stimulation on fingers. Using the searchlight multivoxel pattern analysis, we looked for local activity patterns that could be decoded into one of four stimulated finger locations. The supramarginal gyrus (SMG) and the thalamus were found to contain distinct multivoxel patterns corresponding to individual stimulated locations. In contrast, the univariate general linear model analysis contrasting stimulation against resting phases for each finger identified activations mainly in the primary somatosensory cortex (S1), but not in SMG or in thalamus. Our results indicate that S1 might be involved in the detection of the presence of pressure stimuli, whereas the SMG and the thalamus might play a role in identifying which finger is stimulated. This finding may provide additional evidence for hierarchical information processing in the human somatosensory areas.

Original languageEnglish
Pages (from-to)1232-1236
Number of pages5
JournalNeuroReport
Volume27
Issue number16
DOIs
Publication statusPublished - 2016 Nov 1

Fingerprint

Parietal Lobe
Fingers
Thalamus
Pressure
Mental Processes
Somatosensory Cortex
Touch
Human Activities
Linear Models
Magnetic Resonance Imaging
Brain

Keywords

  • functional MRI
  • hierarchical somatosensory processing
  • multivoxel pattern analysis
  • pressure stimulus

ASJC Scopus subject areas

  • Neuroscience(all)

Cite this

Decoding pressure stimulation locations on the fingers from human neural activation patterns. / Kim, Junsuk; Chung, Yoon Gi; Chung, Soon Cheol; Bulthoff, Heinrich; Kim, Sung Phil.

In: NeuroReport, Vol. 27, No. 16, 01.11.2016, p. 1232-1236.

Research output: Contribution to journalArticle

Kim, Junsuk ; Chung, Yoon Gi ; Chung, Soon Cheol ; Bulthoff, Heinrich ; Kim, Sung Phil. / Decoding pressure stimulation locations on the fingers from human neural activation patterns. In: NeuroReport. 2016 ; Vol. 27, No. 16. pp. 1232-1236.
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