Representation of Color, Form, and their Conjunctionacross the Human Ventral Visual Pathway
Abstract
Despite decades of neuroscience research, our understanding of the relationship between color and form processing in the primate ventral visual pathway remains incomplete. Using fMRI multivoxel pattern analysis, this study examined the coding of color with both a simple form feature (orientation) and a mid-level form feature (curvature) in human early visual areas V1 to V4, posterior and central color regions, and shape areas in ventral and lateral occipito-temporal cortex. With the exception of the central color region (which showed color but not form decoding), successful color and form decoding was found in all other regions examined, even for color and shape regions showing univariate sensitivity to one feature. That said, all regions exhibited significant feature decoding biases, with decoding from color and shape regions largely consistent with their univariate preferences. Color and form are thus represented in neither a completely distributed nor a completely modular manner, but a biased distributed manner. Interestingly, coding of one feature in a brain region was always tolerant to changes in the other feature, indicating relative independence of color and form coding throughout the ventral visual cortex. Although evidence for interactive coding of color and form also existed, the effect was weak and only existed for color and orientation conjunctions in early visual cortex. No evidence for interactive coding of color and curvature was found. The predominant relationship between color and form coding in the human brain appears to be one of anatomical coexistence (in a biased distributed manner), but representational independence.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 46
- FWCI
- 4.64
- Field percentile
- top 4%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Feature-coding transitions to conjunction-coding with progression through human visual cortex
Rosemary A. Cowell, Krystal R. Leger, John T. Serences·Journal of NeurophysiologyPeer-reviewed·Sep 20, 2017
- Neural coding of fine-grained object knowledge in perirhinal cortex
Amy Rose Price, Michael Bonner, … Murray Grossman·bioRxiv·Sep 27, 2017
- The representation of object concepts across the brain
Spencer R. Loggia, Helen E. Feibes, … Bevil R. Conway·bioRxiv·Dec 10, 2025
- Mesoscale functional organization and connectivity of color, disparity, and naturalistic texture in human second visual area
Hailin Ai, Wei‐Ru Lin, … Peng Zhang·eLifePeer-reviewed·Mar 20, 2025
- Integrative and distinctive coding of perceptual and conceptual object features in the ventral visual stream
Chris B. Martin, Danielle M. Douglas, … Morgan D. Barense·eLifePeer-reviewed·Feb 2, 2018
- Joint representations of color and form in mouse visual cortex described by random pooling from rods and cones
Issac Rhim, Ian Nauhaus·Journal of NeurophysiologyPeer-reviewed·Jan 25, 2023