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Accumulation of Salient Perceptual Events Predicts Human Subjective Time

View ORCID ProfileMaxine T. Sherman, View ORCID ProfileZafeirios Fountas, View ORCID ProfileAnil K. Seth, View ORCID ProfileWarrick Roseboom
doi: https://doi.org/10.1101/2020.01.09.900423
Maxine T. Sherman
1Sackler Centre for Consciousness Science, University of Sussex, UK
2Department of Informatics, University of Sussex, UK
3Brighton and Sussex Medical School, University of Sussex, UK
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  • For correspondence: m.sherman@sussex.ac.uk
Zafeirios Fountas
4Emotech Labs, London, UK
5Wellcome Centre for Human Neuroimaging, University College London, London, UK
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Anil K. Seth
1Sackler Centre for Consciousness Science, University of Sussex, UK
2Department of Informatics, University of Sussex, UK
6Canadian Institute for Advanced Research, Azrieli Program on Brain, Mind, and Consciousness
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Warrick Roseboom
1Sackler Centre for Consciousness Science, University of Sussex, UK
2Department of Informatics, University of Sussex, UK
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Abstract

Human experience of time exhibits systematic, context-dependent deviations from objective clock time, for example, time is experienced differently at work than on holiday. However, leading explanations of time perception are not equipped to explain these deviations. Here we test the idea that these deviations arise because time estimates are constructed by accumulating the same quantity that guides perception: salient events. To test this, healthy human participants watched naturalistic, silent videos and estimated their duration while fMRI was acquired. Using computational modelling, we show that accumulated events in visual, auditory and somatosensory cortex all predict ‘clock time’, but duration biases reflecting human experience of time could only be predicted from the region involved in modality-specific sensory processing: visual cortex. Our results reveal that human subjective time is based on information arising during the processing of our dynamic sensory environment, providing a computational basis for an end-to-end account of time perception.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵* Maxine Sherman (m.sherman{at}sussex.ac.uk) & Warrick Roseboom (wjroseboom{at}gmail.com)

  • Added degrees of freedom, confidence intervals and, for the t-tests, Cohen's d. Fixed minor error in the behavioural and network modelling statistics.

  • https://osf.io/2zqfu

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 4.0 International license.
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Posted June 26, 2020.
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Accumulation of Salient Perceptual Events Predicts Human Subjective Time
Maxine T. Sherman, Zafeirios Fountas, Anil K. Seth, Warrick Roseboom
bioRxiv 2020.01.09.900423; doi: https://doi.org/10.1101/2020.01.09.900423
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Accumulation of Salient Perceptual Events Predicts Human Subjective Time
Maxine T. Sherman, Zafeirios Fountas, Anil K. Seth, Warrick Roseboom
bioRxiv 2020.01.09.900423; doi: https://doi.org/10.1101/2020.01.09.900423

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