Evidence map›Paper›PMID 36724257›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Distinct early and late neural mechanisms regulate feature-specific sensory adaptation in the human visual system.

Reuben Rideaux, Rebecca K West, Dragan Rangelov, Jason B Mattingley

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
7.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 44 citations in OpenAlex.

  1. Late Cross-Modal Biases in Neural Spatial Representations Revealed by EEG Decoding.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  2. Deviance detection via competitive inhibition between local neocortical ensembles.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Faster but less precise: expectation enhances response speed while reducing sensory fidelity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
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  11. Stimulus Repetition Induces a Two-Stage Learning Process in the Primary Visual Cortex.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
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  19. Distinct early and late neural mechanisms regulate feature-specific sensory adaptation in the human visual system.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

Reuben RideauxQueensland Brain Institute, The University of Queensland, St. Lucia 4072, Australia.
Rebecca K WestSchool of Psychology, The University of Queensland, St. Lucia 4072, Australia.ORCID 0000-0003-4560-1048
Dragan RangelovQueensland Brain Institute, The University of Queensland, St. Lucia 4072, Australia.ORCID 0000-0001-7648-6447
Jason B MattingleyQueensland Brain Institute, The University of Queensland, St. Lucia 4072, Australia.ORCID 0000-0003-0929-9216
The University of Queensland · AUThe University of Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A canonical feature of sensory systems is that they adapt to prolonged or repeated inputs, suggesting the brain encodes the temporal context in which stimuli are embedded. Sensory adaptation has been observed in the central nervous systems of many animal species, using techniques sensitive to a broad range of spatiotemporal scales of neural activity. Two competing models have been proposed to account for the phenomenon. One assumes that adaptation reflects reduced neuronal sensitivity to sensory inputs over time (the "fatigue" account); the other posits that adaptation arises due to increased neuronal selectivity (the "sharpening" account). To adjudicate between these accounts, we exploited the well-known "tilt aftereffect", which reflects adaptation to orientation information in visual stimuli. We recorded whole-brain activity with millisecond precision from human observers as they viewed oriented gratings before and after adaptation, and used inverted encoding modeling to characterize feature-specific neural responses. We found that both fatigue and sharpening mechanisms contribute to the tilt aftereffect, but that they operate at different points in the sensory processing cascade to produce qualitatively distinct outcomes. Specifically, fatigue operates during the initial stages of processing, consistent with tonic inhibition of feedforward responses, whereas sharpening occurs ~200 ms later, consistent with feedback or local recurrent activity. Our findings reconcile two major accounts of sensory adaptation, and reveal how this canonical process optimizes the detection of change in sensory inputs through efficient neural coding.

Indexed as

AcclimatizationBrainAdaptation, PhysiologicalAnimalsHumansNeuronsSense OrgansEEGinverted encodingsensory adaptationtilt aftereffect

Identifiers

PMID36724257
PMCPMC9963156
OpenAlexW4318766170

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.