Pattern Recognition in Brain Waves

Brain waves have been widely used to measure human’s physical and mental activities. Electroencephalography (EEG) is an electrophysiological monitoring method to record the brain waves. With the help of powerful machine learning models such as PCA, t-SNE and neural networks, in this project, we successfully detect the blink and concentration activity patterns from the EEG signal.

Technical tools: Python/SciKits
Download links: poster.