ARCHITECTURE.md

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]