Emotion-Aware BCI System
An EEG-based brain-computer interface that classifies emotional states using machine learning models and maps them into real-time outputs such as music control. Currently working on extending the system for prosthetic arm interaction using hardware integration.
Python, OpenBCI, MNE, SVM, Random Forest, KNN
- Processed EEG signals for emotion classification - Implemented ML models for prediction - Built a basic real-time response system
Working Prototype