ArticleNeuroImage2018
Spatial frequency supports the emergence of categorical representations in visual cortex during natural scene perception.
Article in NeuroImage, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Post-saccadic disruption of semantic category information in naturalistic scenes.Cortex; a journal devoted to the study of the nervous system and behavior · 2026Article
- Unsupervised visual learning is revealed for task-irrelevant natural scenes due to reduced attentional suppression effects in visual areas.Nature communications · 2026Article
- Post-Saccadic Disruption of Semantic Category Information in Naturalistic Scenes.bioRxiv : the preprint server for biology · 2025Article
- Visual Recognition Memory of Scenes Is Driven by Categorical, Not Sensory, Visual Representations.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Selective neural coding of object, feature, and geometry spatial cues in humans.Human brain mapping · 2022Article
- Categorizing objects from MEG signals using EEGNet.Cognitive neurodynamics · 2022Article
- Rapid Extraction of the Spatial Distribution of Physical Saliency and Semantic Informativeness from Natural Scenes in the Human Brain.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022Article
- Medial Frontal Cortex Activity Predicts Information Sampling in Economic Choice.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2021Article
- Real-world structure facilitates the rapid emergence of scene category information in visual brain signals.Journal of neurophysiology · 2020Article
- Effects of Spatial Frequency Filtering Choices on the Perception of Filtered Images.Vision (Basel, Switzerland) · 2020Article
- Interocular Differences in Spatial Frequency Influence the Pulfrich Effect.Vision (Basel, Switzerland) · 2020Article
- The perceptual neural trace of memorable unseen scenes.Scientific reports · 2019Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
In navigating our environment, we rapidly process and extract meaning from visual cues. However, the relationship between visual features and categorical representations in natural scene perception is still not well understood. Here, we used natural scene stimuli from different categories and filtered at different spatial frequencies to address this question in a passive viewing paradigm. Using representational similarity analysis (RSA) and cross-decoding of magnetoencephalography (MEG) data, we show that categorical representations emerge in human visual cortex at ∼180 ms and are linked to spatial frequency processing. Furthermore, dorsal and ventral stream areas reveal temporally and spatially overlapping representations of low and high-level layer activations extracted from a feedforward neural network. Our results suggest that neural patterns from extrastriate visual cortex switch from low-level to categorical representations within 200 ms, highlighting the rapid cascade of processing stages essential in human visual perception.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.