Research Article
EEG Classification for Hybrid Brain-Computer Interface Using a Tensor Based Multiclass Multimodal Analysis Scheme
Algorithm 1
The nonredundant rank one tensor decomposition algorithm.
Input: –order tensor: , and the given number of components: | Output: rank-one tensor | Initialization: | for to do | set as the first principle component on all modes of tensor ; | Method: | () Repeat | () for to do | () | () Set as the first principle component of | () End for | () Until | () Calculate the projection coefficient to the th tensor | () | () | () for to do | () Calculate the correlation coefficients between the th tensor and the th tensor on all modes | () if abs, then reject the th tensor; end if | () End for | () End for |
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