ArticleCurrent biology : CB2022
Feature representation under crowding in macaque V1 and V4 neuronal populations.
Article in Current biology : CB, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- The development of visual acuity and crowding reveals the slow fine-tuning of foveal vision.Scientific reports · 2025Article
- Non-uniform contextual interactions in the visual cortex place fundamental limits on spatial vision.Cell reports · 2025Article
- Elevated Visual Crowding in CRB1-Associated Retinopathies: Understanding Functional Visual Deficits Using Child-Friendly Computerized Testing.Investigative ophthalmology & visual science · 2025Article
- Human V4 size predicts crowding distance.Nature communications · 2025Article
- Spatial context non-uniformly modulates inter-laminar information flow in the primary visual cortex.Neuron · 2024Article
- Coordinated Response Modulations Enable Flexible Use of Visual Information.bioRxiv : the preprint server for biology · 2024Article
- Neural Correlates of Crowding in Macaque Area V4.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Response sub-additivity and variability quenching in visual cortex.Nature reviews. Neuroscience · 2024Review
- Neural correlates of crowding in macaque area V4.bioRxiv : the preprint server for biology · 2023Article
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Authors and funding
2 authors.
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Abstract
Visual perception depends strongly on spatial context. A profound example is visual crowding, whereby the presence of nearby stimuli impairs the discriminability of object features. Despite extensive work on perceptual crowding and the spatial integrative properties of visual cortical neurons, the link between these two aspects of visual processing remains unclear. To understand better the neural basis of crowding, we recorded activity simultaneously from neuronal populations in V1 and V4 of fixating macaque monkeys. We assessed the information available from the measured responses about the orientation of a visual target both for targets presented in isolation and amid distractors. Both single neuron and population responses had less information about target orientation when distractors were present. Information loss was moderate in V1 and more substantial in V4. Information loss could be traced to systematic divisive and additive changes in neuronal tuning. Additive and multiplicative changes in tuning were more severe in V4; in addition, tuning exhibited other, non-affine transformations that were greater in V4, further restricting the ability of a fixed sensory readout strategy to extract accurate feature information across displays. Our results provide a direct test of crowding effects at different stages of the visual hierarchy. They reveal how crowded visual environments alter the spiking activity of cortical populations by which sensory stimuli are encoded and connect these changes to established mechanisms of neuronal spatial integration.
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