Research Article
Multilinear Discriminative Spatial Patterns for Movement-Related Cortical Potential Based on EEG Classification with Tensor Representation
Algorithm 1
Training procedure of multilinear discriminative spatial patterns.
| Input: a training set of EEG signals, with the class label . | | Output: the optimal projection matrices | (1) | initialize (I means identity matrix). | (2) | for t = 1, 2, ..., do | (3) | fordo | (4) | . | (5) | . | (6) | . | (7) | . | (8) | . | (9) | . | (10) | optimize through . | (11) | if t > 2 and then | (12) | . | (13) | break | (14) | end if | (15) | end for | (16) | end for |
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