LEARN BRAIN COMPUTER INTERFACES DEEP DIVE - Expanded Project Guides
Generated from:
LEARN_BRAIN_COMPUTER_INTERFACES_DEEP_DIVE.mdThis folder contains deep-dive guides for each project in the learning path.
Overview
These guides expand each project into a full learning guide with theory, architecture, implementation phases, testing, and extensions.
Project Index
| # | Project | Difficulty | Time | Key Focus |
|---|---|---|---|---|
| 1 | Synthetic EEG Generator | Level 1: Beginner | 1-2 weeks | Digital Signal Processing / Math |
| 2 | The Alpha Wave Detector | Level 2: Intermediate | 1-2 weeks | Spectral Analysis |
| 3 | The Eye Blink Switch (EOG Trigger) | Level 2: Intermediate | 1-2 weeks | Time-Domain Triggering |
| 4 | The Real-Time Streamer (LSL Integration) | Level 3: Advanced | 1-2 weeks | Networking / LSL |
| 5 | Motor Imagery Classifier | Level 4: Expert | 1-2 weeks | Machine Learning / Spatial Filters |
| 6 | SSVEP Speller | Level 3: Advanced | 1-2 weeks | Vision / Frequency Analysis |
| 7 | Neurofeedback Game | Level 2: Intermediate | 1-2 weeks | Game Dev |
| 8 | P300 Oddball Detector | Level 4: Expert | 1-2 weeks | ERP |
| 9 | Sleep Stage Classifier | Level 3: Advanced | 1-2 weeks | See project details |
| 10 | Brain-to-MIDI Controller | Level 3: Advanced | 1-2 weeks | See project details |
Prerequisites
- Basic programming and system fundamentals
- Comfort with command line tooling