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b3707ac | 1 2 3 4 5 6 7 8 9 10 11 | # Architecture: Neuro-Adaptive UI
## Data Flow
1. **Data Acquisition:** `MNE-Python` simulates raw 14-channel EEG streams.
2. **Feature Extraction:** Power Spectral Density (PSD) analysis isolates Alpha/Theta ratios.
3. **Decision Engine:** Random Forest Classifier determines cognitive state (Low/Medium/High).
4. **Adaptive UI:** WebSocket server triggers UI theme/density shifts in React.
## System Diagram
[Refer to the high-level architecture diagram in documentation]
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