ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2024
Neuronal and Behavioral Responses to Naturalistic Texture Images in Macaque Monkeys.
Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- Perceptual misalignment of texture representations in convolutional neural networks.Journal of vision · 2026Article
- Article
- MAME: Multidimensional adaptive metamer exploration with human perceptual feedback.Journal of vision · 2026Article
- Stable readout of visual representations mediates flexible generalization.Nature communications · 2026Article
- Reassessing Choice Probability: What 59 Macaque Studies Tell Us About Decision-Related Activity in Visual Cortex.bioRxiv : the preprint server for biology · 2026Article
- Readout and delayed transmission of initial afferent V1 activity in decisions about stimulus contrast.eLife · 2026Article
- Emergence of a contrast-invariant representation of naturalistic texture in macaque visual cortex.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Emergence of a contrast-invariant representation of naturalistic texture in macaque visual cortex.bioRxiv : the preprint server for biology · 2025Article
- Neural Sensitivity to Radial Frequency Patterns in the Visual Cortex of Developing Macaques.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Sensory population activity reveals downstream confidence computations in the primate visual system.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- A simplified minimodel of visual cortical neurons.Nature communications · 2025Article
- Neural sensitivity to radial frequency patterns in the visual cortex of developing macaques.bioRxiv : the preprint server for biology · 2025Article
- FOUNDATIONS OF VISUAL FORM SELECTIVITY IN MACAQUE AREAS V1 AND V2.bioRxiv : the preprint server for biology · 2025Article
- Coordinated Response Modulations Enable Flexible Use of Visual Information.bioRxiv : the preprint server for biology · 2024Article
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Abstract
The visual world is richly adorned with texture, which can serve to delineate important elements of natural scenes. In anesthetized macaque monkeys, selectivity for the statistical features of natural texture is weak in V1, but substantial in V2, suggesting that neuronal activity in V2 might directly support texture perception. To test this, we investigated the relation between single cell activity in macaque V1 and V2 and simultaneously measured behavioral judgments of texture. We generated stimuli along a continuum between naturalistic texture and phase-randomized noise and trained two macaque monkeys to judge whether a sample texture more closely resembled one or the other extreme. Analysis of responses revealed that individual V1 and V2 neurons carried much less information about texture naturalness than behavioral reports. However, the sensitivity of V2 neurons, especially those preferring naturalistic textures, was significantly closer to that of behavior compared with V1. The firing of both V1 and V2 neurons predicted perceptual choices in response to repeated presentations of the same ambiguous stimulus in one monkey, despite low individual neural sensitivity. However, neither population predicted choice in the second monkey. We conclude that neural responses supporting texture perception likely continue to develop downstream of V2. Further, combined with neural data recorded while the same two monkeys performed an orientation discrimination task, our results demonstrate that choice-correlated neural activity in early sensory cortex is unstable across observers and tasks, untethered from neuronal sensitivity, and therefore unlikely to directly reflect the formation of perceptual decisions.
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