Explore MATLAB source code curated for "运动想象" with clean implementations, documentation, and examples.
BCI 2003 Brain-Computer Interface Competition Dataset Data3 - Motor imagery EEG data featuring multi-channel recordings, preprocessing requirements, and classification challenges, with implementation examples using spectral analysis and CSP algorithms.
In current motor imagery-based Brain-Computer Interface (BCI) systems, the Common Spatial Patterns (CSP) method serves as an effective signal processing technique widely adopted in practice. This program implements the fundamental CSP algorithm featuring signal preprocessing, feature extraction, and classifier training with practical code demonstrations.
Basic Common Spatial Pattern Algorithm with Implementation Insights