Bayesian modelling in perception and action - moving towards sense of agency
Short description and the goals for the OHBM BrainHack
In this project, we aim to expand on current trends within Bayesian modeling of perception and action. Our goal is to use computational models to investigate classic theories of sense of agency. Using various open-source tools (e.g. BCI Toolbox, see https://github.com/evans1112/bcitoolbox), we will build a model that allows testing of many assumptions that underly classical and contemporary studies of sense of agency. The structure will be accessible and modular, to allow others to test their questions of interest.
We welcome anyone with an interest in (and a basic understanding of) Bayesian modeling of perception and action. Being comfortable in Python is helpful, as we will use various Python packages. An tolerance for puns is the only requirement (my sincere apologies).
Recommended tutorials for new contributors
No response
Good first issues
Basic modular framework
Define translation & computation steps
Setting appropriate default values
Easy visualization (1D)
Twitter summary
No response
Short name for the Discord chat channel (~15 chars)
sense-of-bayesiancy
Please read and follow the OHBM Code of Conduct
[X] I agree to follow the OHBM Code of Conduct during the hackathon
Title
Bayesian modelling in perception and action - moving towards sense of agency
Short description and the goals for the OHBM BrainHack
In this project, we aim to expand on current trends within Bayesian modeling of perception and action. Our goal is to use computational models to investigate classic theories of sense of agency. Using various open-source tools (e.g. BCI Toolbox, see https://github.com/evans1112/bcitoolbox), we will build a model that allows testing of many assumptions that underly classical and contemporary studies of sense of agency. The structure will be accessible and modular, to allow others to test their questions of interest.
Link to the Project
https://github.com/CoInAct-group/SenseOfBayesiancy
Image/Logo for the OHBM brainhack website
https://github.com/CoInAct-group/SenseOfBayesiancy/blob/main/CoInActLogo.pdf
Project lead
Maud Ottenheijm - @MaudOtten (GitHub), @maudottenheijm (Discord)
Main Hub
Seoul
Link to the Project pitch
No response
Other hubs covered by the leaders
Skills
We welcome anyone with an interest in (and a basic understanding of) Bayesian modeling of perception and action. Being comfortable in Python is helpful, as we will use various Python packages. An tolerance for puns is the only requirement (my sincere apologies).
Recommended tutorials for new contributors
No response
Good first issues
Twitter summary
No response
Short name for the Discord chat channel (~15 chars)
sense-of-bayesiancy
Please read and follow the OHBM Code of Conduct