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Code related to TMS artifacts correction and Time-frequency analysis

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Article vWM-TMS-Theta

This repersitory countains two scripts.

One is about using TMS-EEG signal analyzer and EEGLab MATLAB toolboxes to correct TMS artifacts in EEG signal. The EEG dataset was collected during an change-detection experiment for measuring visual working memory capacity. Contains in files:

  • ImportLoop_BVA2EEGLAB (importing BrainVision Analyzer 2 files into EEGLAB and save them in .set files format)
  • New_analysis_tesa_part1
  • New_analysis_tesa_part2 A script was written to try different methods during development. The script is called: Genaral_purpose_TESA_loop.

The second script was made to extract time-frequency activities in EEG signal after TMS burst. It is written using python package MNE. It is divided in two files.

  • TF_FromTESA_TMS_Only_2022ICA: Extraction of Time-Frequency activities for averaged segments of trials with TMS burst only.

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Code related to TMS artifacts correction and Time-frequency analysis

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