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Although the low-level signals are initially processed by different modality-specific neural circuits, multimodal responses to object shapes have been reported along both ventral and dorsal visual pathways. To understand this transitional process, we conducted visual and haptic shape perception fMRI experiments to test basic shape features (i.e. curvature and rectilinear) across the visual pathways. Using a combination of region-of-interest-based support vector machine decoding analysis and voxel selection method, we found that the top visual-discriminative voxels in the left occipital cortex (OC) could also classify haptic shape features, and the top haptic-discriminative voxels in the left posterior parietal cortex (PPC) could also classify visual shape features. Furthermore, these voxels could decode shape features in a cross-modal manner, suggesting shared neural computation across visual and haptic modalities. In the univariate analysis, the top haptic-discriminative voxels in the left PPC showed haptic rectilinear feature preference, whereas the top visual-discriminative voxels in the left OC showed no significant shape feature preference in either of the two modalities. Together, these results suggest that mid-level shape features are represented in a modality-independent manner in both the ventral and dorsal streams.<\/jats:p>","DOI":"10.1093\/cercor\/bhad200","type":"journal-article","created":{"date-parts":[[2023,6,9]],"date-time":"2023-06-09T13:54:14Z","timestamp":1686318854000},"page":"9280-9290","source":"Crossref","is-referenced-by-count":4,"title":["Simple shape feature computation across modalities: convergence and divergence between the ventral and dorsal visual streams"],"prefix":"10.1093","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7668-5734","authenticated-orcid":false,"given":"Shuang","family":"Tian","sequence":"first","affiliation":[{"name":"State Key Laboratory of Cognitive Neuroscience and Learning & IDG , McGovern Institute for Brain Research, , Beijing 100875 , China"},{"name":"Beijing Normal University , McGovern Institute for Brain Research, , Beijing 100875 , China"},{"name":"Beijing Key Laboratory of Brain 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