The Relative Contribution of High-Gamma Linguistic Processing Stages of Word Production, and Motor Imagery of Articulation in Class Separability of Covert Speech tasks in EEG data

Published: 10 October 2018| Version 2 | DOI: 10.17632/5c2z92vw3g.2
Contributor:
Amir Jahangiri

Description

Raw EEG recordings.

Files

Steps to reproduce

The most difficult part of the code is implementing the Gabor Transform correctly, and efficiently. The perfect solution is using the free LTFAT toolbox in MATLAB: Peter L. Søndergaard, Bruno Torrésani, Peter Balazs. The Linear Time-Frequency Analysis Toolbox. International Journal of Wavelets, Multiresolution Analysis and Information Processing, 10(4), 2012. All other steps are common to many BCIs. In addition to the raw EEG data for all ten users, I also have included the Gabor Coefficient matrices.

Institutions

University of Essex

Categories

Electroencephalography

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