Data and code for "Different mechanisms of contextual inference govern associatively learned and sensory-evoked postural responses"

DOI

These files contain the MATLAB code and data required to reproduce Figure 2-5 and Supplementary Figures S1-S4 of "Different mechanisms of contextual inference govern associatively learned and sensory-evoked postural responses". The Data folder contains .mat files with all trials of participants from group 1, 2, and 3 separately. Data includes the whole-body angle, forces and moments on the force plate, raw EMG data. Processing code is provided as 'main_classcal_conditioning.m', which performs EMG filtering, normalizing, calculation of derivatives. The file 'generate_figures' generates all figures. Note that minor aesthetic changes were made to the figures that appear in the manuscript.

The main processing code must be ran before figures can be generated. The data files must be in a folder called 'Data' that is stored in the same folder as the processing code. An error will be thrown if data cannot be found. All individual trials (Epochs) are collected a single MATLAB table, where each row corresponds to a trial. This table contains columns corresponding to the subject number, group, condition, and other metrics. The column 'T' stores the full timeseries data of each epoch.

Identifier
DOI https://doi.org/10.34894/ITHTAI
Metadata Access https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/ITHTAI
Provenance
Creator Leeuwis, Matto ORCID logo; Asar, Yomna; White, Joshua J. (ORCID: 0000-0002-6218-623X); Rasman, Brandon G. ORCID logo; Forbes, Patrick A. ORCID logo
Publisher DataverseNL
Contributor Forbes, Patrick
Publication Year 2024
Funding Reference The Dutch Research Council (NWO).: VI.Vidi.203.066
Rights CC-BY-NC-4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by-nc/4.0
OpenAccess true
Contact Forbes, Patrick (Erasmus MC)
Representation
Resource Type Dataset
Format text/plain; application/matlab-mat
Size 613; 225983186; 255992941; 98609026; 63458; 28205; 2193
Version 1.0
Discipline Life Sciences; Medicine