Journal of NeuroscienceNeurosciencePeer-reviewed journal article
The functional organization of high-level visual cortex determines the representation of complex visual stimuli
Abstract
A hallmark of high-level visual cortex is its functional organization of neighboring clusters of neurons that are selective to single categories such as faces, bodies and objects. However, visual scenes are typically composed of multiple categories. How does category-selective cortex represent such complex stimuli? According to a normalization mechanism, the response of a single neuron to multiple stimuli is normalized by the response of its neighboring neurons (normalization pool). Here we show that category-selectivity, measured with fMRI, can provide an estimate for the heterogeneity of the normalization pool, which determines the response to multiple stimuli. These results provide a general framework for the varying representations of multiple stimuli that were reported in different regions of category-selective cortex in neuroimaging and single-unit recording studies. This type of organization may enable a dynamic and flexible representation of complex visual scenes that can be modulated by higher-level cognitive systems according to task demands.
- Citations
- 20
- FWCI
- 1.88
- Field percentile
- top 15%
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
- Evidence for Normalization as a Fundamental Operation Across the Human Visual Cortex
Narges Doostani, Gholam‐Ali Hossein‐Zadeh, Maryam Vaziri-Pashkam·eLifePeer-reviewed·Apr 26, 2023
- Similarity judgments and cortical visual responses reflect different properties of object and scene categories in naturalistic images
Marcie L. King, Iris I. A. Groen, … Chris Ian Baker·NeuroImagePeer-reviewed·May 1, 2019
- Multidimensional feature tuning in category-selective areas of human visual cortex
Leonard Elia van Dyck, Martin N. Hebart, Katharina Dobs·Journal of NeurosciencePeer-reviewed·Jun 17, 2026
- Low rank mechanisms underlying flexible visual representations
Douglas A. Ruff, Cheng Xue, … Marlene R. Cohen·Proceedings of the National Academy of SciencesPeer-reviewed·Nov 23, 2020
- Contributions of early and mid-level visual cortex to high-level object categorization
Lily E. Kramer, Yi-Chia Chen, … Marlene R. Cohen·bioRxiv·May 31, 2023
- Low-level tuning biases in higher visual cortex reflect the semantic informativeness of visual features
Margaret M. Henderson, Michael J. Tarr, Leila Wehbe·Journal of VisionPeer-reviewed·Apr 27, 2023