SCTrans: Motor Imagery EEG Classification Method based on CNN-Transformer Structure

Computer Science

• Convolutional Neural Network 100%
• Classification Method 100%
• Computer Interface 100%
• Classification Accuracy 33%
• Deep Feature 33%
• Data Extraction 33%
• Classification Problem 33%
• Interface System 33%
• Subject Variability 33%

Engineering

• Classification Method 100%
• Motor Imagery 100%
• Brain-Computer Interface 75%
• Shallower 25%
• Control Command 25%
• Classification Accuracy 25%
• Classification Problem 25%
• Stationarity 25%
• Dependent Manner 25%

Earth and Planetary Sciences

• Command and Control 100%
• Nonstationarity 100%