Question: How was the spatial aspect of the EEG signal computed?
Answer: we use a CNN BIBREF19 , in particular a four-layered 2D CNN stacking two convolutional and two fully connected hidden layers.
Alternative answer: They use four-layered 2D CNN and two fully connected hidden layers on the channel covariance matrix to compute the spatial aspect.