A Deep Learning Method for Classification of EEG Data Based on Motor Imagery
A Deep Learning Method for Classification of EEG Data Based on Motor Imagery
Xiu An,Deping Kuang,2 Authors,Lianghua He
2014 · DOI: 10.1007/978-3-319-09330-7_25
International Conference on Intelligent Computing · 184 Citations
TLDR
The performance of the proposed DBN was tested with different combinations of hidden units and hidden layers on multiple subjects, the experimental results showed that the proposed method performs better with 8 hidden layers, and there was an improvement of 4 – 6% for certain cases.