Central tendency and serial dependence in vestibular path integration - data, analysis, modeling
Date of Archiving
2024Archive
Radboud Data Repository
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Publication type
Dataset
Access level
Restricted access
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Organization
SW OZ DCC SMN
Audience(s)
Life sciences
Languages used
English
Key words
central tendency; path integration; serial dependence; distance reproduction; vestibular systemAbstract
Path integration, the process of updating one’s position using successive self-motion signals, has previously been studied using visual distance reproduction tasks in which optic flow patterns provide information about traveled distance. These studies have reported that reproduced distances show two types of systematic biases: central tendency and serial dependence. In the present study, we investigated whether these biases are also present in vestibular path integration. Participants were seated on a linear motion platform and performed a distance reproduction task in total darkness. The platform first passively moved the participant a pre-defined stimulus distance which they then actively reproduced by steering the platform back the same distance. Stimulus distances were sampled from short- and long-distance probability distributions and presented in either a randomized order or in separate blocks to study the effect of presentation context. Similar to the effects observed in visual path integration, we found that reproduced distances showed an overall positive central tendency effect as well as a positive, attractive serial dependence effect. Furthermore, reproduction behavior was affected by presentation context. These results were mostly consistent with predictions of a Bayesian Kalman-filter model, originally proposed for visual path integration. This collection consists of the raw, pre-processed and analyzed reproduction data as well as the analysis and modeling scripts. More information about the content of this collection and the experiment can be found in the attached documentation file (Folder_contents_information.pdf). Note that experiment scripts can be found in a second collection: https://doi.org/10.34973/2v5m-9931.
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