Presentation 2009-07-13
Neural representation of observed action in parieto-premotor cortex : an fMRI study with multi-voxel pattern analysis
Kenji OGAWA, Toshio INUI,
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Abstract(in English) Previous research indicates that posterior parietal cortex (PPC) and ventral premotor area (PMv) has a role in understanding of other's action. However, action selectivity that is critical for action understanding within these regions has not been elucidated. We investigated whether the parieto-premotor cortex contains information about observed actions using multi-voxel pattern analysis (MVPA) over fMRI data. Participants observed object-directed hand actions. We independently manipulated multiple dimensions of observed images: action (grasp/touch), object (cup/bottle), perspective (egocentric/allocentric), hand (right/left), and image size (large/small). Neural representation of observed actions was investigated by analyzing whether this information could be correctly decoded from multi-voxel pattern activity. Results showed that the early visual area showed significant above-chance classification accuracy in all dimensions, with particularly high accuracy in perspective, hand, and image size, which is consistent with pixel-wise dissimilarity of input images. In contrast, significant decoding accuracy was observed for action, mirror-image of hand, and object in the anterior intraparietal sulcus (aIPS), and for action and object in the PMv. Our study indicates that the parieto-premotor cortex processes observed actions in a hierarchical manner, where the aIPS represents action together with hand and object, and the PMv encodes more abstracted representations of observed action.
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Keyword(in English) fMRI / multi-voxel pattern analysis / action observation / posterior parietal cortex / premotor cortex
Paper # NLP2009-24,NC2009-17
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Conference Information
Committee NLP
Conference Date 2009/7/6(1days)
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Paper Information
Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Neural representation of observed action in parieto-premotor cortex : an fMRI study with multi-voxel pattern analysis
Sub Title (in English)
Keyword(1) fMRI
Keyword(2) multi-voxel pattern analysis
Keyword(3) action observation
Keyword(4) posterior parietal cortex
Keyword(5) premotor cortex
1st Author's Name Kenji OGAWA
1st Author's Affiliation Asada project, ERATO, Japan Science and Technology Agency()
2nd Author's Name Toshio INUI
2nd Author's Affiliation Asada project, ERATO, Japan Science and Technology Agency:Graduate School of Informatics, Kyoto University
Date 2009-07-13
Paper # NLP2009-24,NC2009-17
Volume (vol) vol.109
Number (no) 124
Page pp.pp.-
#Pages 6
Date of Issue