Figure 3.

Data processing flow. EEG and NIRS data were separately processed at the unimodal stage and were combined at the hybrid stage. OVO, FBCSP, and sLDA indicate “one-versus-one” strategy, filter-bank common spatial pattern, and shrinkage linear discriminant analysis, respectively. After OVO, the ternary classification problem was decomposed into three binary classification problems.