Title :
A multi-voxel pattern analysis of neural representation of vibrotactile location
Author :
Junsuk Kim ; Yoon Gi Chung ; Soon-Cheol Chung ; Jang-Yeon Park ; Bulthoff, Heinrich ; Sung-Phil Kim
Author_Institution :
Dept. of Brain & Cognitive Eng., Korea Univ., Seoul, South Korea
Abstract :
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.
Keywords :
biomedical MRI; brain; haptic interfaces; medical image processing; neurophysiology; pattern classification; touch (physiological); MVPA; activation patterns; brain searchlight multivoxel pattern analysis; brain univariate group analysis; contralateral posterior parietal cortex stimulus site; fMRl data; finger somatotopy; human functional magnetic resonance imaging data; multivoxel pattern analysis; neural decoding; neural representation; passive vibrotactile stimulus locations; primary somatosensory cortex; vibrotactile stimulation; Europe; Image resolution; Magnetic resonance imaging; Presses; Stimulus location; decoding; functional magnetic resonance imaging (fMRI); multi-voxel pattern analysis (MVPA); searchlight analysis;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location :
Gwangju
Print_ISBN :
978-89-93215-05-2
DOI :
10.1109/ICCAS.2013.6704194