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Sequential neural dynamics underlie unconscious integration and conscious perception of visual stimuli.

Overview

Authors: Maëlan Q. Menétrey1,2,3, Michael H. Herzog1, David Pascucci1,2,3
  1. Laboratory of Psychophysics, Brain Mind Institute, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
  2. Psychophysics and Neural Dynamics Lab, Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
  3. The Sense Innovation and Research Center, Lausanne, Switzerland
Journal: PLoS biology, volume 24, issue 7, article e3003894
Dates: received 26 February 2026; accepted 24 June 2026; published online 6 July 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1371/journal.pbio.3003894 · PMID 42406848 · PMCID PMC13362400 · OpenAlex W7167549605
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: EEG (modality), human (organism), cognitive (subfield)
Methods: Connectivity, Statistics, Smoothing, state filtering, decompositions, Machine learning, Preprocessing, Evoked potentials, Single-unit activity, calcium imaging, Physiology & signal measures
MeSH: Consciousness*, Unconscious, Psychology*, Visual Perception*, Adult, Electroencephalography, Female, Humans, Male, Photic Stimulation, Young Adult (* major topic)
Journal subjects: Research and Analysis Methods, Bioassays and Physiological Analysis, Electrophysiological Techniques, Brain Electrophysiology, Electroencephalography, Biology and Life Sciences, Physiology, Electrophysiology, Neurophysiology, Neuroscience, Brain Mapping, Medicine and Health Sciences, Clinical Medicine, Clinical Neurophysiology, Imaging Techniques, Neuroimaging, Physical Sciences, Mathematics, Discrete Mathematics, Combinatorics, Permutation, Cognitive Science, Cognitive Psychology, Perception, Sensory Perception, Vision, Psychology, Social Sciences, Event-Related Potentials, Cognitive Neuroscience, Consciousness, Access to Consciousness, Mathematical and Statistical Techniques, Statistical Methods, Linear Discriminant Analysis, Statistics
Topic: Visual perception and processing mechanisms (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (325130_204898, PZ00P1_179988, PZ00P1_179988/2, TMSGI1_218247)
Citations: cited by 1 paper (Europe PMC); 90 references in the paper

Abstract

In some forms of postdictive phenomena, later events influence the perception of earlier ones, suggesting that conscious perception may be preceded by extended periods of unconscious processing. An example is the Sequential Metacontrast (SQM) paradigm, in which vernier offsets are unconsciously integrated over several hundred milliseconds before conscious perception. Obviously, the integrated percept can only emerge after each individual element in the stream has been processed. Thus, the SQM provides a unique opportunity to dissociate unconscious from conscious stages of visual processing, as these stages are well separated in time. Using electroencephalography (EEG) recordings in human participants during the SQM, we identified two distinct stages of neural activity: an early occipital EEG activity pattern (~200 ms after the initial vernier) associated with unconscious processing, and a later centro-parietal EEG pattern (~400 to 600 ms after SQM onset) associated with the integrated percept and the behavioral report. We propose that the transition between these neural patterns marks the shift from unconscious encoding of individual visual stimuli to their integrated percept.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper links to its data, not to its authors' code: see the Data section.

The paper's code and data availability statement is in the Data section.

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Data

Datasets cited

Data Availability

Data Availability: The data supporting the findings of this study are available on Zenodo (https://doi.org/10.5281/zenodo.20729504). Code Availability: All scripts necessary to reproduce the analyses and the figures are available on Zenodo (https://doi.org/10.5281/zenodo.20729504).

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 10 MeSH terms, 1 funder, 88 references.

Cite

This paper

Menétrey, M. Q., Herzog, M. H., & Pascucci, D. (2026). Sequential neural dynamics underlie unconscious integration and conscious perception of visual stimuli. PLoS biology, 24(7), e3003894. https://doi.org/10.1371/journal.pbio.3003894

BibTeX

@article{menetrey2026sequential,
author = {Menétrey, Maëlan Q. and Herzog, Michael H. and Pascucci, David},
title = {{Sequential neural dynamics underlie unconscious integration and conscious perception of visual stimuli}},
journal = {PLoS biology},
year = {2026},
month = jul,
volume = {24},
number = {7},
pages = {e3003894},
publisher = {PLOS},
issn = {1544-9173},
doi = {10.1371/journal.pbio.3003894},
url = {https://doi.org/10.1371/journal.pbio.3003894},
pmid = {42406848},
pmcid = {PMC13362400}
}

RIS

TY - JOUR
AU - Menétrey, Maëlan Q.
AU - Herzog, Michael H.
AU - Pascucci, David
TI - Sequential neural dynamics underlie unconscious integration and conscious perception of visual stimuli
T2 - PLoS biology
J2 - PLoS Biol
PY - 2026
DA - 2026/07/06
VL - 24
IS - 7
SP - e3003894
SN - 1544-9173
PB - PLOS
DO - 10.1371/journal.pbio.3003894
UR - https://doi.org/10.1371/journal.pbio.3003894
LA - en
ER -

CSL-JSON

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