Self as a prior: The malleability of Bayesian multisensory integration to social salience

  • Meike Scheller* (Corresponding Author)
  • , Huilin Fang
  • , Jie Sui
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Our everyday perceptual experiences are grounded in the integration of information within and across our senses. Due to this direct behavioural relevance, cross‐modal integration retains a certain degree of contextual flexibility, even to social relevance. However, how social relevance modulates cross‐modal integration remains unclear. To investigate possible mechanisms, Experiment 1 tested the principles of audio‐visual integration for numerosity estimation by deriving a Bayesian optimal observer model with perceptual prior from empirical data to explain perceptual biases. Such perceptual priors may shift towards locations of high salience in the stimulus space. Our results showed that the tendency to over‐ or underestimate numerosity, expressed in the frequency and strength of fission and fusion illusions, depended on the actual event numerosity. Experiment 2 replicated the effects of social relevance on multisensory integration from Scheller & Sui, 2022 JEP:HPP, using a lower number of events, thereby favouring the opposite illusion through enhanced influences of the prior. In line with the idea that the self acts like a prior, the more frequently observed illusion (more malleable to prior influences) was modulated by self‐relevance. Our findings suggest that the self can influence perception by acting like a prior in cue integration, biasing perceptual estimates towards areas of high self‐relevance.
Original languageEnglish
Pages (from-to)185-205
Number of pages21
JournalBritish Journal of Psychology
Volume115
Issue number2
Early online date25 Sept 2023
DOIs
Publication statusPublished - May 2024

Bibliographical note

We would like to thank Dr Naomi Lee for support with piloting Experiment 1, and Dr Ulrik Beierholm for constructive feedback on a previous version of this manuscript.

Data Availability Statement

Associated data is available on the Open Science Framework: https://osf.io/4v78a/?view_only=c8af19f8dd3d4b31b5950e8955ebce44

Funding

This work was supported by a grant from the Leverhulme Trust (RPG-2019-010).

FundersFunder number
The Leverhulme TrustRPG-2019-010

    Keywords

    • self-prioritization
    • sound-induced flash illusion
    • social relevance
    • multisensory integration
    • Bayes-optimal percept
    • numerosity
    • audio-visual
    • priors

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