ArticleNature communications2021
Temporal stability of stimulus representation increases along rodent visual cortical hierarchies.
Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Noisy models of the ventral stream reveal the impact of recurrence and learned representations on information processing timescales.PLoS computational biology · 2026Article
- Neural timescales from a computational perspective.Nature neuroscience · 2026Review
- Contribution of spike timing to the neural code: from fast to slow timescales.Biological cybernetics · 2026Review
- On Temporal Robustness & Brain-State Stability of Functional Connectivity in Mouse Primary Visual Area V1 compared to Higher Visual Area AL.bioRxiv : the preprint server for biology · 2025Article
- Brain-wide organization of intrinsic timescales at single-neuron resolution.bioRxiv : the preprint server for biology · 2025Article
- Unraveling the complexity of rat object vision requires a full convolutional network and beyond.Patterns (New York, N.Y.) · 2025Article
- Learning to integrate parts for whole through correlated neural variability.PLoS computational biology · 2024Article
- Signatures of hierarchical temporal processing in the mouse visual system.PLoS computational biology · 2024Article
- Modeling short visual events through the BOLD moments video fMRI dataset and metadata.Nature communications · 2024Article
- Dynamic predictive coding: A model of hierarchical sequence learning and prediction in the neocortex.PLoS computational biology · 2024Article
- Truly pattern: Nonlinear integration of motion signals is required to account for the responses of pattern cells in rat visual cortex.Science advances · 2023Article
- Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception.Frontiers in computational neuroscience · 2023Article
- Optogenetic manipulation of inhibitory interneurons can be used to validate a model of spatiotemporal sequence learning.Frontiers in computational neuroscience · 2023Article
- Computational components of visual predictive coding circuitry.Frontiers in neural circuits · 2023Review
- A survey of neurophysiological differentiation across mouse visual brain areas and timescales.Frontiers in computational neuroscience · 2023Article
- The structures and functions of correlations in neural population codes.Nature reviews. Neuroscience · 2022Review
- Motor-related signals support localization invariance for stable visual perception.PLoS computational biology · 2022Article
- Efficient processing of natural scenes in visual cortex.Frontiers in cellular neuroscience · 2022Review
- Efficient Temporal Coding in the Early Visual System: Existing Evidence and Future Directions.Frontiers in computational neuroscience · 2022Review
- Rat sensitivity to multipoint statistics is predicted by efficient coding of natural scenes.eLife · 2021Article
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Authors and funding
8 authors.
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Abstract
Cortical representations of brief, static stimuli become more invariant to identity-preserving transformations along the ventral stream. Likewise, increased invariance along the visual hierarchy should imply greater temporal persistence of temporally structured dynamic stimuli, possibly complemented by temporal broadening of neuronal receptive fields. However, such stimuli could engage adaptive and predictive processes, whose impact on neural coding dynamics is unknown. By probing the rat analog of the ventral stream with movies, we uncovered a hierarchy of temporal scales, with deeper areas encoding visual information more persistently. Furthermore, the impact of intrinsic dynamics on the stability of stimulus representations grew gradually along the hierarchy. A database of recordings from mouse showed similar trends, additionally revealing dependencies on the behavioral state. Overall, these findings show that visual representations become progressively more stable along rodent visual processing hierarchies, with an important contribution provided by intrinsic processing.
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