ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2022
Perceptual Texture Dimensions Modulate Neuronal Response Dynamics in Visual Cortical Area V4.
Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed, 24 citations in OpenAlex.
- Interaction of optical parameters in the perception of transparency/translucency and their neural representation in the visual cortex.Journal of vision · 2026Article
- Functional Clusters for Shape, Texture, and Motion Encoding in Macaque V2.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Computational constraints underlying shape and texture functional domain organization in macaque V4.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Local cues enable classification of image patches as surfaces, object boundaries, or illumination changes.Journal of vision · 2026Article
- Functional clusters for shape, texture, and motion encoding in macaque V2.bioRxiv : the preprint server for biology · 2025Article
- Article
- Responses of neurons in macaque V4 to object and texture images.bioRxiv : the preprint server for biology · 2025Article
- Developmentally stable representations of naturalistic image structure in macaque visual cortex.Cell reports · 2024Article
- Large-scale calcium imaging reveals a systematic V4 map for encoding natural scenes.Nature communications · 2024Article
- Developmentally stable representations of naturalistic image structure in macaque visual cortex.bioRxiv : the preprint server for biology · 2024Article
- Sensitivity to naturalistic texture relies primarily on high spatial frequencies.Journal of vision · 2023Article
- Feature representation under crowding in macaque V1 and V4 neuronal populations.Current biology : CB · 2022Article
- Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model.Frontiers in computational neuroscience · 2022Article
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Authors and funding
3 authors at 1 institution in 2 countries.
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Abstract
Texture is an important visual attribute for surface pattern discrimination and therefore object segmentation, but the neural bases of texture perception are largely unknown. Previously, we demonstrated that the responses of V4 neurons to naturalistic texture patches are sensitive to four key features of human texture perception: coarseness, directionality, regularity, and contrast. To begin to understand how distinct texture perception emerges from the dynamics of neuronal responses, in 2 macaque monkeys (1 male, 1 female), we investigated the relative contribution of the four texture attributes to V4 responses in terms of the strength and timing of response modulation. We found that the different feature dimensions are associated with different temporal dynamics. Specifically, the response modulation associated with directionality and regularity was significantly delayed relative to that associated with coarseness and contrast, suggesting that the latter are fundamentally simpler feature dimensions. The population of texture-selective neurons could be grouped into multiple clusters based on the combination of feature dimensions encoded, and those subpopulations displayed distinct temporal dynamics characterized by the weighted combinations of multiple features. Finally, we applied a population decoding approach to demonstrate that texture category information can be obtained from short temporal windows across time. These results demonstrate that the representation of different perceptually relevant texture features emerge over time in the responses of V4 neurons. The observed temporal organization provides a framework to interpret how the processing of surface features unfolds in early and midlevel cortical stages, and could ultimately inform the interpretation of perceptual texture dynamics.
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