Conflicts between short- and long-term experiences affect visual perception through modulating sensory or motor response systems: Evidence from Bayesian inference models.

Journal: Cognition

Volume: 246

Issue: 

Year of Publication: 2024

Affiliated Institutions:  Department of Psychology, Zhejiang Normal University, Jinhua, PR China; Intelligent Laboratory of Zhejiang Province in Mental Health and Crisis Intervention for Children and Adolescents, Jinhua, PR China; Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, PR China. Electronic address: sunqi_psy@zjnu.edu.cn. Department of Psychology, Zhejiang Normal University, Jinhua, PR China.

Abstract summary 

The independent effects of short- and long-term experiences on visual perception have been discussed for decades. However, no study has investigated whether and how these experiences simultaneously affect our visual perception. To address this question, we asked participants to estimate their self-motion directions (i.e., headings) simulated from optic flow, in which a long-term experience learned in everyday life (i.e., straight-forward motion being more common than lateral motion) plays an important role. The headings were selected from three distributions that resembled a peak, a hill, and a flat line, creating different short-term experiences. Importantly, the proportions of headings deviating from the straight-forward motion gradually increased in the peak, hill, and flat distributions, leading to a greater conflict between long- and short-term experiences. The results showed that participants biased their heading estimates towards the straight-ahead direction and previously seen headings, which increased with the growing experience conflict. This suggests that both long- and short-term experiences simultaneously affect visual perception. Finally, we developed two Bayesian models (Model 1 vs. Model 2) based on two assumptions that the experience conflict altered the likelihood distribution of sensory representation or the motor response system. The results showed that both models accurately predicted participants' estimation biases. However, Model 1 predicted a higher variance of serial dependence compared to Model 2, while Model 2 predicted a higher variance of the bias towards the straight-ahead direction compared to Model 1. This suggests that the experience conflict can influence visual perception by affecting both sensory and motor response systems. Taken together, the current study systematically revealed the effects of long- and short-term experiences on visual perception and the underlying Bayesian processing mechanisms.

Authors & Co-authors:  Sun Wang Gong

Study Outcome 

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Statistics
Citations : 
Authors :  3
Identifiers
Doi : 10.1016/j.cognition.2024.105768
SSN : 1873-7838
Study Population
Male,Female
Mesh Terms
Humans
Other Terms
Bayesian theory;Long-term experience;Serial dependence;Short-term experience;Visual perception
Study Design
Study Approach
Country of Study
Publication Country
Netherlands