Training Data Used and Model Uses
Hello, thanks for making this. I was curious about the training data used to make this model and what it could be used for. Could this model be used to get a feature extraction for what someone is seeing or thinking about?
Hello, thank you for your question! I indeed forgot to add the source of the training data, which is now included in the description. For more information about the paradigm, the dataset is from the article "EEG dataset and OpenBMI toolbox for three BCI paradigms: An investigation into BCI illiteracy" by Lee et al. 2019.
In short, the model is trained to extract whether the intensification of a particular symbol on a 6x6 grid is a target (participant is looking at that symbol) or non-target (participant is looking at a different symbol). So the model is able to extract (to some extent) which symbol the participant is focussing on.