TY - GEN
T1 - A multi-voxel pattern analysis of neural representation of vibrotactile location
AU - Kim, Junsuk
AU - Chung, Yoon Gi
AU - Chung, Soon Cheol
AU - Park, Jang Yeon
AU - Bulthoff, Heinrich
AU - Kim, Sung Phil
PY - 2013
Y1 - 2013
N2 - Previous neural decoding studies have mainly focused on discrimination of activation patterns evoked by active movements. Nonetheless, comparatively, little attention has been devoted toward understanding how brain signals are observed with passive stimulus. In this study, we examined whether the stimulus locations on between fingers, one of the most fundamental features of passive vibrotactile stimulation, can be distinguished from human functional magnetic resonance imaging (fMRI) data. Whole brain searchlight multi-voxel pattern analysis (MVPA) has found two brain regions, which make a contribution to decode stimulus sites, in contralateral posterior parietal cortex (PPC) and contralateral secondary somatosensory cortex (S2). No significant area for the decoding of activity to stimulus site in primary somatosensory cortex (S1), which is well-developed brain region for finger somatotopy. On the other hand, a whole brain univariate group analysis has discovered activity in S1, not in PPC and S2 areas. These results suggest that PPC and S2 regions play a key role in the differentiation of passive vibrotactile stimulus locations, and thus decode tactile events from finger somatotopic.
AB - Previous neural decoding studies have mainly focused on discrimination of activation patterns evoked by active movements. Nonetheless, comparatively, little attention has been devoted toward understanding how brain signals are observed with passive stimulus. In this study, we examined whether the stimulus locations on between fingers, one of the most fundamental features of passive vibrotactile stimulation, can be distinguished from human functional magnetic resonance imaging (fMRI) data. Whole brain searchlight multi-voxel pattern analysis (MVPA) has found two brain regions, which make a contribution to decode stimulus sites, in contralateral posterior parietal cortex (PPC) and contralateral secondary somatosensory cortex (S2). No significant area for the decoding of activity to stimulus site in primary somatosensory cortex (S1), which is well-developed brain region for finger somatotopy. On the other hand, a whole brain univariate group analysis has discovered activity in S1, not in PPC and S2 areas. These results suggest that PPC and S2 regions play a key role in the differentiation of passive vibrotactile stimulus locations, and thus decode tactile events from finger somatotopic.
KW - Stimulus location
KW - decoding
KW - functional magnetic resonance imaging (fMRI)
KW - multi-voxel pattern analysis (MVPA)
KW - searchlight analysis
UR - http://www.scopus.com/inward/record.url?scp=84893528785&partnerID=8YFLogxK
U2 - 10.1109/ICCAS.2013.6704194
DO - 10.1109/ICCAS.2013.6704194
M3 - Conference contribution
AN - SCOPUS:84893528785
SN - 9788993215052
T3 - International Conference on Control, Automation and Systems
SP - 1637
EP - 1640
BT - ICCAS 2013 - 2013 13th International Conference on Control, Automation and Systems
T2 - 2013 13th International Conference on Control, Automation and Systems, ICCAS 2013
Y2 - 20 October 2013 through 23 October 2013
ER -