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Computational Intelligence and Neuroscience
Volume 2016, Article ID 2637603, 7 pages
Research Article

Low-Rank Linear Dynamical Systems for Motor Imagery EEG

1The State Key Laboratory of Intelligent Technology and Systems, Computer Science and Technology School, Tsinghua University, FIT Building, Beijing 100084, China
2Institute of Medical Equipment, Wandong Road, Hedong District, Tianjin, China

Received 18 September 2016; Revised 14 November 2016; Accepted 16 November 2016

Academic Editor: Feng Duan

Copyright © 2016 Wenchang Zhang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Supplementary Material

This supplementary material includes three algorithms programed by MATLAB: LDSs function which output two feature matrices, Martin Distance function which describes the distance between two feature space, the classification method of KNN which classifies the different EEG trails.

  1. Supplementary Material