Research Article

Deep Extreme Learning Machine and Its Application in EEG Classification

Table 5

Performance comparison of DELM with the results of BCI competition II on dataset IA.

#ContributorError (%)

1Brett Mensh11.3
2Guido Dornhege11.6
3Kai-Min Chung11.9
4Tzu-Kuo Huang15.0
5David Pinto15.7
6Juma Mbwana17.1
7Vladimir Bostanov17.4
8Ulrich Hoffmann17.8
9Deniz Erdogmus19.1
10Justin Sanchez19.8

Ours (the average value of DELM)13.50
Ours (the best value of DELM)8.19