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Direct brain recordings reveal continuous encoding of structure in random stimuli

View ORCID ProfileJulian Fuhrer, View ORCID ProfileKyrre Glette, View ORCID ProfileJugoslav Ivanovic, View ORCID ProfilePål Gunnar Larsson, View ORCID ProfileTristan Bekinschtein, View ORCID ProfileSilvia Kochen, Robert T. Knight, View ORCID ProfileJim Tørresen, View ORCID ProfileAnne-Kristin Solbakk, View ORCID ProfileTor Endestad, View ORCID ProfileAlejandro Blenkmann
doi: https://doi.org/10.1101/2021.10.01.462295
Julian Fuhrer
aRITMO, Department of Informatics, University of Oslo, 0373 Oslo, Norway
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Kyrre Glette
aRITMO, Department of Informatics, University of Oslo, 0373 Oslo, Norway
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Jugoslav Ivanovic
bDepartment of Neurosurgery, Oslo University Hospital, Rikshospitalet, 0372 Oslo, Norway
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Pål Gunnar Larsson
bDepartment of Neurosurgery, Oslo University Hospital, Rikshospitalet, 0372 Oslo, Norway
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Tristan Bekinschtein
cCambridge Consciousness and Cognition Lab, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom
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  • ORCID record for Tristan Bekinschtein
Silvia Kochen
dStudies in Neurosciences and Complex Systems, National Scientific and Technical Research Council, El Cruce Hospital, Arturo Jauretche National University, 1882 Buenos Aires, Argentina
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  • ORCID record for Silvia Kochen
Robert T. Knight
eHelen Wills Neuroscience Institute and Department of Psychology, University of California, Berkeley, CA 94720, USA
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Jim Tørresen
aRITMO, Department of Informatics, University of Oslo, 0373 Oslo, Norway
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Anne-Kristin Solbakk
bDepartment of Neurosurgery, Oslo University Hospital, Rikshospitalet, 0372 Oslo, Norway
fDepartment of Neuropsychology, Helgeland Hospital, 8657 Mosjøen, Norway
gRITMO, Department of Psychology, University of Oslo, 0373 Oslo, Norway
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Tor Endestad
fDepartment of Neuropsychology, Helgeland Hospital, 8657 Mosjøen, Norway
gRITMO, Department of Psychology, University of Oslo, 0373 Oslo, Norway
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Alejandro Blenkmann
gRITMO, Department of Psychology, University of Oslo, 0373 Oslo, Norway
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  • ORCID record for Alejandro Blenkmann
  • For correspondence: a.o.blenkmann@psykologi.uio.no
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Abstract

The brain excels at processing sensory input, even in rich or chaotic environments. Mounting evidence attributes this to the creation of sophisticated internal models of the environment that draw on statistical structures in the unfolding sensory input. Understanding how and where this modeling takes place is a core question in statistical learning and predictive processing. In this context, we address the role of transitional probabilities as an implicit structure supporting the encoding of a random auditory stream. Leveraging information-theoretical principles and the high spatiotemporal resolution of intracranial electroencephalography, we analyzed the trial-by-trial high-frequency activity representation of transitional probabilities. This unique approach enabled us to demonstrate how the brain continuously encodes structure in random stimuli and revealed the involvement of a network outside of the auditory system, including hippocampal, frontal, and temporal regions. Linking the frame-works of statistical learning and predictive processing, our work illuminates an implicit process that can be crucial for the swift detection of patterns and unexpected events in the environment.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted April 29, 2022.
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Direct brain recordings reveal continuous encoding of structure in random stimuli
Julian Fuhrer, Kyrre Glette, Jugoslav Ivanovic, Pål Gunnar Larsson, Tristan Bekinschtein, Silvia Kochen, Robert T. Knight, Jim Tørresen, Anne-Kristin Solbakk, Tor Endestad, Alejandro Blenkmann
bioRxiv 2021.10.01.462295; doi: https://doi.org/10.1101/2021.10.01.462295
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Direct brain recordings reveal continuous encoding of structure in random stimuli
Julian Fuhrer, Kyrre Glette, Jugoslav Ivanovic, Pål Gunnar Larsson, Tristan Bekinschtein, Silvia Kochen, Robert T. Knight, Jim Tørresen, Anne-Kristin Solbakk, Tor Endestad, Alejandro Blenkmann
bioRxiv 2021.10.01.462295; doi: https://doi.org/10.1101/2021.10.01.462295

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