BcicompIIIiva | BcicompIIIiva.m - main script file that applies the method to BCI |
apply_lrds | apply_lrds - applies the classifier |
covariance | covariance - calculate the covariance between channels for each sample |
cutoutTrials | cutoutTrials - cuts out trials from continuous EEG recording |
getfieldarray | getfieldarray - get field from a structured array. |
logmatrix | logmatrix - takes logm for each trial. |
loss_0_1 | loss_0_1 - zero-one loss. |
lrds_cvx | lrds_cvx - logistic regression with dual spectral regularization |
lrds_dual | lrds_dual - Logistic regression with dual spectral regularization |
matmultcv | matmultcv - multiplies matrix to each covarianced trial. |
setDefaults | setDefaults - set defaults. |
train_lrds | train_lrds - wrapper function that produces the classifier struct |
whiten | whiten - Perform whitening |