Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences

The dataset and code used for the publication of "Low-frequency Cortical Activity Reflects Context-dependent Parsing of Word Sequences".

Data path

derivatives (./data/derivatives/): preprocessed data.

meg_quat-tsss-withEOG_100hz_0d3-40: meg data preprocessed at 100 Hz filtered between 0.3 and 40 Hz.

FreeSurfer: anatomy data preprocessed

behavior_data (./behavior_data/)

stimuli (./exp_procedure/material/): exp stimuli and procedure

features (./data/features/): calculated phonological and linguistic features.

Code path

Preprocessing:

[preprocessing.py]: preprocessing of behavior and MEG data.

[recon.py]: reconstruction of T1 .niift data into surface data in FreeSurfer.

[analysis_stimuli.ipynb]: preprocessing and feature extraction of stimuli.

Analysis

[analysis_meg.ipynb]: spectral, time course, and RSA analysis.