Dissociations and Associations between Shape and Category Representations in the Two Visual Pathways

Различия и связи между представлениями формы и категории в двух зрительных путях
Hans Op de Beeck, Stefania Bracci
2016-01-12

category representationsdorsal visual pathwayrepresentational similarity analysisshape representationsventral visual pathway
The dorsal and ventral visual pathways represent both visual and conceptual object properties. Yet the relative contribution of these two factors in the representational content of visual areas is unclear. Indeed, research investigating brain category representations rarely dissociate visual and semantic properties of objects. We present a human event-related fMRI study with a two-factorial stimulus set with 54 images that explicitly dissociates shape from category to investigate their independent contribution as well as their interactions through representational similarity analyses. Results reveal a contribution from each dimension in both streams, with a transition from shape to category along the posterior-to-anterior anatomical axis. The nature of category representations differs in the two pathways: ventral areas represent object animacy and dorsal areas represent object action properties. Furthermore, information about shape evolved from low-level pixel-based to high-level perceived shape following a posterior-to-anterior gradient similar to the shape-to-category emergence. To conclude, results show that representations of shape and category independently coexist, but at the same time they are closely related throughout the visual hierarchy. SIGNIFICANCE STATEMENT: Research investigating visual cortex conceptual category representations rarely takes into account visual properties of objects. In this report, we explicitly dissociate shape from category and investigate independent contributions and interactions of these two highly correlated dimensions.
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Both dorsal and ventral visual pathways represent contributions from object shape and category independently.
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Shape and category representations coexist independently but remain closely related throughout the visual hierarchy.
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Shape information evolves along a posterior-to-anterior gradient from low-level pixel-based to high-level perceived shape.
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There is a posterior-to-anterior transition from shape-dominated to category-dominated representations along both visual streams.
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Ventral pathway category representations primarily encode object animacy, while dorsal pathway category representations primarily encode object action properties.

Human visual cortical pathways (dorsal and ventral visual streams) responding to images with dissociated shape and category

Representational contributions, interactions, and gradients of shape versus category (visual/semantic) information — including low- to high-level shape coding, category types (animacy vs action), and posterior-to-anterior transitions — across the two visual pathways assessed via representational similarity analysis of fMRI responses

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2016-01-12
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Hans Op de Beeck
Stefania Bracci
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