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An open-access multi-site fMRI dataset for investigating conscious visual perception
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  • Open access
  • Published: 07 May 2026

An open-access multi-site fMRI dataset for investigating conscious visual perception

  • Aya Khalaf1 na1,
  • David Richter  ORCID: orcid.org/0000-0002-3404-83742,3 na1,
  • Yamil Vidal  ORCID: orcid.org/0000-0001-8011-80302 na1,
  • Urszula Gorska-Klimowska4 na1,
  • Rony Hirschhorn  ORCID: orcid.org/0000-0001-7710-51595,
  • Diptyajit Das6,
  • Kyle Sinan Taylan Kahraman  ORCID: orcid.org/0009-0002-9571-57216,
  • Praveen Sripad  ORCID: orcid.org/0000-0001-6361-25716,
  • Fatemeh Taheriyan6,
  • Liad Mudrik5,7,8,
  • Michael Pitts9,
  • Hal Blumenfeld10,
  • Floris P. de Lange2,
  • Niccolò Bonacchi11,
  • Tanya Brown  ORCID: orcid.org/0000-0001-6515-97156 &
  • …
  • Lucia Melloni6,7,12 

Scientific Data (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Consciousness
  • Perception

Abstract

We present a functional magnetic resonance (fMRI) dataset collected as part of an adversarial collaboration aimed at arbitrating between the Global Neuronal Workspace theory (GNWT) and the Integrated Information Theory (IIT) of consciousness. Participants (N = 118) were presented with suprathreshold visual stimuli belonging to four different categories (faces, objects, letters, false fonts) with three orientations (front, left, right view), and three durations (0.5, 1.0, 1.5 seconds). Participants were asked to identify infrequent targets that changed in each block, thereby rendering two categories task-relevant and two task-irrelevant. The simplicity of the experimental design and of the task given to the participants ensures that these data are broadly reusable. Besides testing predictions from other theories of consciousness, these data can be used to examine various aspects of visual processing. The anonymized data were converted to Brain Imaging Data Structure (BIDS), and can be easily accessed through a web platform or an API. The dataset contains quality reports, demographics, behavioral performance, and eye-tracking data. We also provide code for preprocessing and analyzing the data.

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Acknowledgements

We thank Monique Smulders, Sarah Kusch, Abdo Sharaf, and Matthew Yuen for help with MRI data acquisition. This work was supported by the Templeton World Charity Foundation (TWCF0389–1872 DOI.ORG/10.54224/20389; TWCF0486 - DOI.ORG/10.54224/20486), and the Max Planck Society.

Funding

Open Access funding enabled and organized by Projekt DEAL.

Author information

Author notes
  1. These authors contributed equally: Aya Khalaf, David Richter, Yamil Vidal, Urszula Gorska-Klimowska.

Authors and Affiliations

  1. Department of Neurology, Yale School of Medicine, New Haven, CT, USA

    Aya Khalaf

  2. Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, the Netherlands

    David Richter, Yamil Vidal & Floris P. de Lange

  3. Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain

    David Richter

  4. Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, 53719, USA

    Urszula Gorska-Klimowska

  5. Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel

    Rony Hirschhorn & Liad Mudrik

  6. Neural Circuits, Consciousness and Cognition Research Group, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, 60322, Germany

    Diptyajit Das, Kyle Sinan Taylan Kahraman, Praveen Sripad, Fatemeh Taheriyan, Tanya Brown & Lucia Melloni

  7. Program for Brain, Mind, and Consciousness, Canadian Institute for Advanced Research, Toronto, Ontario, Canada

    Liad Mudrik & Lucia Melloni

  8. School of Psychological Sciences, Tel Aviv University, Tel Aviv, Israel

    Liad Mudrik

  9. Psychology Department, Reed College, Portland, OR, 97202, USA

    Michael Pitts

  10. Departments of Neurology, Neuroscience and Neurosurgery, Yale University School of Medicine, New Haven, CT, USA

    Hal Blumenfeld

  11. William James Center for Research (WJCR), ISPA - Instituto Universitário, Rua Jardim do Tabaco, 34, 1149-041, Lisbon, Portugal

    Niccolò Bonacchi

  12. Department of Neurology, New York University Grossman School of Medicine, New York, NY, 10016, USA

    Lucia Melloni

Authors
  1. Aya Khalaf
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  2. David Richter
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  3. Yamil Vidal
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  4. Urszula Gorska-Klimowska
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  5. Rony Hirschhorn
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  6. Diptyajit Das
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  7. Kyle Sinan Taylan Kahraman
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  8. Praveen Sripad
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  9. Fatemeh Taheriyan
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  10. Liad Mudrik
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  11. Michael Pitts
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  12. Hal Blumenfeld
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  13. Floris P. de Lange
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  14. Niccolò Bonacchi
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  15. Tanya Brown
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  16. Lucia Melloni
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Corresponding author

Correspondence to Lucia Melloni.

Ethics declarations

Competing interests

The authors declare no competing interests.

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Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information (download PDF )

Supplementary Table 1: Trial count (download XLSX )

Supplementary Table 2: T1 mriqc (download XLSX )

Supplementary Table 3: Bold mriqc (download XLSX )

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Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Cite this article

Khalaf, A., Richter, D., Vidal, Y. et al. An open-access multi-site fMRI dataset for investigating conscious visual perception. Sci Data (2026). https://doi.org/10.1038/s41597-026-07377-y

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  • Received: 25 August 2025

  • Accepted: 28 April 2026

  • Published: 07 May 2026

  • DOI: https://doi.org/10.1038/s41597-026-07377-y

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