/oa_cvep

Ocular Artefacts Analysis in aid of the cVEP Speller

Primary LanguageMATLABBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

Eye movement classification in aid of the cVEP Speller

This is the repository holding all MATLAB procedures used to complete my thesis. The aim of the thesis was to analyze ocular artefacts present in EEG recordings and to use them to predict the gaze position of the user for faster classification of input from the cVEP Visual Speller BCI.

Prerequisites

  1. MATLAB
    • Signal Processing Toolbox
    • Wavelet Toolbox
  2. FieldTrip
  3. Jordy Thielen's Noise Tagging Toolbox

Dataset

Thielen, J., van den Broek, P., Farquhar, J., & Desain, P. (2015). Broad-Band Visually Evoked Potentials: Re (con) volution in Brain-Computer Interfacing. PloS one, 10(7), e0133797. doi:10.1371/journal.pone.0133797

  • Obtained from Donders Institute Data Repository