A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI’s

Mathematics

• Electroencephalography 100%
• Imagery 93%
• Brain-computer Interface 23%
• Brain 13%
• Noise Removal 10%
• Multiscale Analysis 8%
• Decomposition Techniques 7%
• Modality 7%
• Imaging 7%
• Machine Learning 6%
• Breakdown 6%
• Principal Component Analysis 6%
• Spectral Properties 6%
• Learning 5%
• Model-based 5%
• Classify 5%
• Strategy 4%
• Class 1%

Engineering & Materials Science

• Electroencephalography 61%
• Brain computer interface 14%
• Brain 10%
• Principal component analysis 5%
• Deep learning 5%
• Imaging techniques 4%
• Machine learning 4%
• Decomposition 4%