How it works
A modular pipeline that translates Muse 2 EEG signals into individual finger intent.
Capture
Muse 2 EEG acquisition with finger movement cues and synchronized logging.
Process
Artifact removal, bandpass filtering, and feature extraction in rolling windows.
Decode
Temporal convolution + transformer classifier for finger intent prediction.
Adaptive noise suppression
Windowed feature extraction
Model interpretability mapping
Latency under 150ms
Cross-subject evaluation
Exportable inference API