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Multisensory integration operates on correlated input from unimodal transients channels

View ORCID ProfileCesare V. Parise, View ORCID ProfileMarc O. Ernst
doi: https://doi.org/10.1101/2023.07.07.548109
Cesare V. Parise
1Department of Psychology, University of Liverpool (UK)
2Cognitive Neuroscience Department, University of Bielefeld (DE)
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  • For correspondence: [email protected]
Marc O. Ernst
3Applied Cognitive Psychology, University of Ulm (DE)
2Cognitive Neuroscience Department, University of Bielefeld (DE)
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Abstract

Audiovisual information reaches the brain via both sustained and transient input channels, representing signals’ intensity over time or changes thereof, respectively. To date, it is unclear to what extent transient and sustained input channels contribute to the combined percept obtained through multisensory integration. Based on the results of two novel psychophysical experiments, here we demonstrate the importance of the transient (instead of the sustained) channel for the integration of audiovisual signals. To account for the present results, we developed a biologically-inspired, general-purpose model for multisensory integration, the Multisensory Correlation Detectors, which combines correlated input from unimodal transient channels. Besides accounting for the results of our psychophysical experiments, this model could quantitatively replicate several recent findings in multisensory research, as tested against a large collection of published datasets. In particular, the model could simultaneously account for the perceived timing of audiovisual events, multisensory facilitation in detection tasks, causality judgments, and optimal integration. All-in-all, this study demonstrates that several phenomena in multisensory research that were previously considered unrelated, all stem from the integration of correlated input from unimodal transient channels.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Based on the reviewers' comments (eLife), the manuscript has been revised to: - amend unclear points in the original manuscript - include new simulations - include new analyses

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted July 10, 2024.
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Multisensory integration operates on correlated input from unimodal transients channels
Cesare V. Parise, Marc O. Ernst
bioRxiv 2023.07.07.548109; doi: https://doi.org/10.1101/2023.07.07.548109
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Multisensory integration operates on correlated input from unimodal transients channels
Cesare V. Parise, Marc O. Ernst
bioRxiv 2023.07.07.548109; doi: https://doi.org/10.1101/2023.07.07.548109

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